Hugo Humberto Plácido da Silva (B415-0557-402B)

Curriculum Vitae

Hugo Humberto Plácido da Silva

Identificação

Identificação pessoal

Nome completo: Hugo Humberto Plácido da Silva
Género: Masculino

Identificadores de autor

Ciência ID: B415-0557-402B
ORCID iD: 0000-0001-6764-8432

Endereços de correio eletrónico

hugoslv@gmail.com (Profissional)
hsilva@lx.it.pt (Profissional)

Telefones

Fax

218418472 (Profissional)

Telefone

218418454 (Profissional)

Moradas

Instituto de Telecomunicações. Instituto Superior Técnico, Torre Norte - Piso 10, Av. Rovisco Pais, 1, 1049-001, Lisboa, Lisboa, Portugal (Profissional)

Websites

http://www.it.pt/person_detail_p.asp?ID=1293 (Profissional)
https://pt.linkedin.com/pub/hugo-silva/3/176/66 (Profissional)

Domínios de atuação

Ciências da Engenharia e Tecnologias

Idiomas

Idioma	Conversação	Leitura	Escrita	Compreensão	Peer-review
Inglês	Utilizador proficiente (C1)	Utilizador proficiente (C1)	Utilizador proficiente (C1)	Utilizador proficiente (C1)
Português	Utilizador proficiente (C1)	Utilizador proficiente (C1)	Utilizador proficiente (C1)	Utilizador proficiente (C1)

Formação

	Grau	Classificação
2015 Concluído	PhD in Electrical and Computer Engineering (Doutoramento) Universidade de Lisboa Instituto Superior Técnico, Portugal "Physiological Computing: New Methods and Applications" (TESE/DISSERTAÇÃO)	Pass with Distinction and Honour
2011 Concluído	Advanced Management Program for Executives (Outros) Universidade Católica Portuguesa Faculdade de Ciências Económicas e Empresariais, Portugal	Pass
2007 Concluído	MSc in Electrical and Computer Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal "Feature Selection in Pattern Recognition Systems" (TESE/DISSERTAÇÃO)	Pass

Percurso profissional

Ciência

	Categoria Profissional Instituição de acolhimento	Empregador
2004/01/09 - Atual	Investigador (Investigação)	Instituto de Telecomunicações, Portugal

Docência no Ensino Superior

	Categoria Profissional Instituição de acolhimento	Empregador
2019/09/01 - Atual	Professor Auxiliar Convidado (Docente Universitário)	Universidade de Lisboa Instituto Superior Técnico, Portugal

2016/10/24 - 2019/08/31	Assistente convidado (Docente Ensino Superior Politécnico)	Instituto Politécnico de Setúbal Escola Superior de Tecnologia de Setúbal, Portugal

2015/09 - 2016/09	Professor Auxiliar Convidado (Docente Universitário)	Universidade Lusófona de Humanidades e Tecnologias, Portugal

2009/03 - 2010/02	Professor Auxiliar Convidado (Docente Universitário)	Universidade Lusófona de Humanidades e Tecnologias, Portugal

Cargos e Funções

	Categoria Profissional Instituição de acolhimento	Empregador
2018 - Atual	Board Member and Innovation Advisor	PLUX Wireless Biosignals, Portugal

2015 - 2018	Chief Innovation Officer	PLUX Wireless Biosignals, Portugal

2010 - 2015	Board Member and Innovation Advisor	PLUX Wireless Biosignals, Portugal

2007/02/15 - 2010	Chief Operating Officer	PLUX Wireless Biosignals, Portugal

2005 - 2007/02/14	Co-Founder	PLUX Wireless Biosignals, Portugal

Projetos

Bolsa

	Designação	Financiadores
2016 - 2023	iPROGNOSIS - Intelligent Parkinson Early Detection Guiding Novel Supportive Interventions H2020 #690494 Investigador PLUX Wireless Biosignals, Portugal	Horizon 2020 Em curso
2020/01/29 - 2021/12/31	NICE HOME - Non-Invasive Fog-Cloud Enabled HOme Monitoring for Elders IT EEA/50008 NICE-HOME Investigador	Instituto de Telecomunicações Em curso
2020/10/01 - 2021/09/30	Lab@Home: Home Laboratories to Support Practical and Experimental Activities in Scenarios of Limited or Inexistent Presential Contact 1018P.05878 Investigador Instituto de Telecomunicações, Portugal	Universidade de Lisboa Instituto Superior Técnico Em curso
2020/09/01 - 2021/03/30	ReATeC - Remote Assessment and Telemonitoring of COVID-19 69101 Investigador Universidade de Lisboa Instituto Superior Técnico, Portugal	Agência Nacional de Inovação SA Em curso
2018 - 2021	PhysComp - Application of Machine Learning Techniques to Physiological Signals to Facilitate User Interaction and Device Control. MEIC/ERDF TIN2017-85409-P Investigador Universidad del País Vasco, Espanha	European Regional Development Fund Em curso
2020/03/01 - 2020/09/30	e-CoVig: Sistema Automático de Vigilância Remota de Sintomatologia Vital COVID-19 255_596880547 Investigador Instituto de Telecomunicações, Portugal	Fundação para a Ciência e a Tecnologia Concluído
2019/05/08 - 2020/05/31	ScientIST - Scientific Experiments in Biomedical Engineering Supported by Mobile Devices and IoT PIP 1018P.05667.1.01/CC3311 Investigador	Universidade de Lisboa Instituto Superior Técnico Em curso
2016 - 2019	POLYCARE - Poly-stakeholders for Integrated Care for Chronic Patients in Acute Phases H2020 #690367 Investigador PLUX Wireless Biosignals, Portugal	Horizon 2020 Concluído
2016 - 2019	Physio@Home - Extending Physiotherapy Programs to People’s Homes P2020 #17863 Investigador PLUX Wireless Biosignals, Portugal	Em curso
2017 - 2018	SmartHeart - Smarter Cardiac Sensing via Integrated Signal Processing IT UID/50008 Investigador Instituto de Telecomunicações, Portugal	Instituto de Telecomunicações Concluído
2015 - 2018	RAPID-MIX - Realtime Adaptive Prototyping for Industrial Design of Multimodal Interactive eXpressive technology H2020 #644862 Investigador PLUX Wireless Biosignals, Portugal	Horizon 2020 Em curso
2015 - 2016	Dr. Ara - A Medical Device for 6 Billion People FP7 #632913 Investigador PLUX Wireless Biosignals, Portugal	European Commission Seventh Framework Programme for Research and Technological Development Concluído
2013 - 2015	LearningS - Learning from Sequences FCT PTDC/EEI-SII/2312/2012 Investigador Instituto de Telecomunicações, Portugal	Fundação para a Ciência e a Tecnologia Concluído
2013 - 2015	HeartBIT - Novel Pervasive Technologies for the Prevention and Monitoring of Cardiovascular Diseases IT P1248 Investigador Instituto de Telecomunicações, Portugal	Instituto de Telecomunicações Concluído
2012 - 2015	ABC - Augmented BNCI Communication FP7 #287774 Investigador PLUX Wireless Biosignals, Portugal	European Commission Seventh Framework Programme for Research and Technological Development Concluído
2012 - 2013	Android Biometrics Platform (Vitalidi) IT ABP Investigador Instituto de Telecomunicações, Portugal	Instituto de Telecomunicações Concluído

Projeto

	Designação	Financiadores
2008 - 2010	TelemOLD - Telemonitoring System for Long Term Oxygen Therapy Patients. Vodafone Foundation Investigador responsável PLUX Wireless Biosignals, Portugal	Concluído

Outro

	Designação	Financiadores
2016 - 2018	LearnBig - Unsupervised and Semi-Supervised Learning from Big Data PTDC/EEI-SII/7092/2014 Investigador Universidade de Lisboa, Portugal Instituto de Telecomunicações, Portugal	Fundação para a Ciência e a Tecnologia Concluído
2009 - 2015	IN - The Invisible Network QREN #13745 Investigador PLUX Wireless Biosignals, Portugal	Concluído
2011 - 2014	TROC@S - Multimedia Platform for Promoting the Communicative Competence in Children with Autism Spectrum Disorders Fundação PT #2013-1077 Investigador responsável Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal	Concluído
2009 - 2013	DACHOR - Multibody Dynamics and Control of Hybrid Active Orthoses FCT MIT-Pt/BS-HHMS/0042/2008 Investigador PLUX Wireless Biosignals, Portugal	Fundação para a Ciência e a Tecnologia Concluído
2009 - 2013	ICT4Depression - User-friendly ICT Tools to Enhance Self-management and Effective Treatment of Depression in the EU FP7 #248778 Investigador PLUX Wireless Biosignals, Portugal	European Commission Seventh Framework Programme for Research and Technological Development Concluído
2008 - 2012	Affective Mouse - Enhancing Learning Experiences with Psychophysiological Inputs QREN #3475 Investigador PLUX Wireless Biosignals, Portugal Instituto de Telecomunicações, Portugal	Concluído
2008 - 2011	i2Life - Independent Living with Health, Comfort, and Safety QREN #3494 Investigador PLUX Wireless Biosignals, Portugal	Concluído
2005 - 2007	Reconhecimento de Padrões Cognitivos e Afectivos na Interacção Pessoa-Computador P260 Investigador Instituto de Telecomunicações, Portugal	Concluído

Produções

Publicações

Artigo em conferência	Dias, Gil; Adriao, Maria Leonor; Clemente, Paulo; Hugo Plácido da Silva; Chambel, Goncalo; Pinto, Joana F.. "Effectiveness of a Gamified and Home-Based Approach for Upper-limb Rehabilitation". Trabalho apresentado em Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2022. Publicado • 10.1109/embc48229.2022.9871386 Aly, Luis; Bota, Patricia; Godinho, Leonor; Bernardes, Gilberto; Hugo Plácido da Silva. "Acting emotions: physiological correlates of emotional valence and arousal dynamics in theatre". Trabalho apresentado em ACM International Conference on Interactive Media Experiences (IMX), 2022. Publicado • 10.1145/3505284.3532985 Correia, Nuno N.; Masu, Raul; Primett, William; Jürgens, Stephan; Feitsch, Jochen; Hugo Plácido da Silva. "Designing Interactive Visuals for Dance from Body Maps: Machine Learning and Composite Animation Approaches". Trabalho apresentado em Designing Interactive Systems Conference, 2022. 10.1145/3532106.3533467 Tavares, Catia; Leitao, Catia; Lo Presti, Daniela; Schena, Emiliano; Domingues, M. Fatima; Alberto, Nelia; Hugo Plácido da Silva; Antunes, Paulo. "3D Printed Wearable FBG based Devices: A Proof of Concept for Heart Rate Monitoring". 2022. Publicado • 10.1109/metroind4.0iot54413.2022.9831534 Farhat-ul-Ain, Farhat-Ul; Tomberg, Vladimir; Hugo Plácido da Silva. "Towards Adapting Questionnaires for Long-Term Online Dynamic Monitoring of Patients". Trabalho apresentado em IEEE International Requirements Engineering Conference Workshops (REW), 2022. Publicado • 10.1109/rew56159.2022.00015 M. Monteiro, Sofia; Fred, Ana; Hugo Plácido da Silva. "Detection of Heart Sound Murmurs and Clinical Outcome with Bidirectional Long Short-Term Memory Networks". Trabalho apresentado em Computing in Cardiology Conference (CinC), 2022. Publicado • 10.22489/cinc.2022.153 Tiago Rodrigues; Sirisack Samoutphonh; Hugo Plácido da Silva; Ana Luisa Nobre Fred. "A low-complexity R-peak detection algorithm with adaptive thresholding for wearable devices". Trabalho apresentado em Int'l. Conf. on Pattern Recognition (ICPR), 2021. Ana Sofia Carmo; Mariana Abreu; Hugo Humberto Plácido da Silva; Ana Luisa Nobre Fred. "Single-channel EEG for seizure-specific automatic seizure detection". Trabalho apresentado em IEEE Int'l Symp. on Computer-Based Medical Systems (CBMS), 2021. Publicado Gonçalo Salvador; Patrícia Bota; Vinoba Vinayagamoorthy; Hugo Humberto Plácido da Silva; Ana Luísa Nobre Fred. "Smartphone-based content annotation for ground truth collection in affective computing". Trabalho apresentado em ACM Int’l Conf. on Interactive Media Experiences (IMX), 2021. Publicado Afonso Raposo; Hugo Humberto Plácido da Silva; João Sanches. "Camera-based photo-plethysmography (cbPPG) using smartphone rear and frontal cameras: An experimental study". Trabalho apresentado em IEEE Engineering in Medicine and Biology Society Annual Int’l Conf. (EMBC), 2021. Joana Figueiredo Pinto; Hugo Humberto Plácido da Silva; Ana Luísa Nobre Fred. "ScientISST Notebooks: Design considerations and lessons learned". Trabalho apresentado em Int'l Conf. of the Portuguese Society for Engineering Education (CISPEE), 2021. Publicado Afonso Raposo; Francisco Trindade Melo; João Sanches; Hugo Humberto Plácido da Silva. "Low-cost pulse oximetry and infra-red temperature device for COVID-19 patients". Trabalho apresentado em Portuguese Conference on Pattern Recognition (RecPad), 2021. Publicado Pedro Constantino; Hugo Humberto Plácido da Silva; Constante, Miguel; João Sanches. "Real-time pulse rate variability for remote autonomic assessment". Trabalho apresentado em Portuguese Conference on Pattern Recognition (RecPad), 2021. Publicado Diogo Ramalho; Vasco Duarte; Hugo Humberto Plácido da Silva; Constante, Miguel; João Sanches. "Real-time head movement analysis in teleconsultation for depressive disorder assessment". Trabalho apresentado em Portuguese Conference on Pattern Recognition (RecPad), 2021. Patrícia Justo Bota; Chen Wang; Ana Luisa Nobre Fred; Hugo Plácido da Silva. "A wearable system for electrodermal activity data acquisition in collective experience assessment". Trabalho apresentado em Int’l Conf. on Enterprise Information Systems (ICEIS), Prague, 2020. Publicado Pedro Morouço; Joana Figueiredo Pinto; Eduardo Félix; Hugo Plácido da Silva; Paulo Lobato Correia. "Development of a low-cost IMU for swimmers’ evaluation". Trabalho apresentado em Int’l Soc. of Biomechanics in Sports, Liverpool, 2020. Publicado Tiago Rodrigues; Hugo Plácido da Silva; Ana Luisa Nobre Fred. "R-peak Detector Benchmarking using FieldWiz Device and Physionet Databases". Trabalho apresentado em Int’l Conf. on Knowledge Discovery and Information Retrieval (KDIR), 2020. Publicado Joana Pinto; Ana Luisa Nobre Fred; Hugo Plácido da Silva. "Biosignal-Based Multimodal Emotion Recognition in a Valence-Arousal Affective Framework Applied to Immersive Video Visualization". Trabalho apresentado em Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019. Publicado • 10.1109/embc.2019.8857852 Pedro Gomes; Petra Margaritoff; Hugo Plácido da Silva. "pyHRV: Development and evaluation of an open-source python toolbox for heart rate variability (HRV)". Trabalho apresentado em Int’l Conf. on Electrical, Electronic and Computing Engineering (IcETRAN), 2019. Publicado David Silva; Sara Castro; Milton Macedo; Hugo Plácido da Silva. "Towards improving the usability of muscle sensing in open source bionic hand: Mechanomyography vs. electromyography with novel electrodes". Trabalho apresentado em Int’l Symp. on Ambient Intelligence and Embedded Systems (AmiEs), 2019. Publicado Miguel Martinho; Ana Fred; Hugo Silva. "Towards Continuous User Recognition by Exploring Physiological Multimodality: An Electrocardiogram (ECG) and Blood Volume Pulse (BVP) Approach". Trabalho apresentado em International Symposium in Sensing and Instrumentation in the IoT Era (ISSI), 2018. Publicado • 10.1109/issi.2018.8538075 Margarida Reis; Hugo Plácido da Silva. "RepoBIT: Cloud-driven real-time biosignal streaming, storage, visualisation and sharing". Trabalho apresentado em European Signal Processing Conf. (EUSIPCO), 2018. Publicado Hélio Lourenço; Vítor Sanfins; Silvia Ala; Francisco Barros; Hugo Plácido da Silva; Manuel Reis. "Empirical evaluation of the potential of low-cost and open source "on-the-person" ECG for cardiopathy pre-screening". Trabalho apresentado em Int’l Conf. on Physiological Computing Systems (PhyCS), 2018. Publicado Margarida Reis; Hugo Plácido da Silva. "LoggerBIT: An optimization of the OpenLog board for data logging with low cost hardware platforms for biomedical applications". Trabalho apresentado em Int’l Conf. on Informatics in Control, Automation and Robotics (ICINCO), 2018. Publicado Joana Marques; Sara Ramos; Milton Macedo; Hugo Plácido da Silva. "Study of Mechanomyographic Alternatives to EMG Sensors for a Low-Cost Open Source Bionic Hand". Trabalho apresentado em Int’l Conf. on IoT Technologies for HealthCare (HealthyIoT), Guimarães, 2018. Publicado Daniel Osório; Alexandre Pitães; Nuno Gonçalves; Ricardo Freitas; Carlos Ribeiro; Ricardo Sá; Hugo Filipe Silveira Gamboa; Hugo Plácido da Silva. "Comparison of Different Polymeric Materials for Mobile Off-the-Person ECG". Trabalho apresentado em Int’l Conf. on IoT Technologies for HealthCare (HealthyIoT), Guimarães, 2018. Publicado Andre Manso; Miguel Martinho; Hugo Silva; Antonio Cabrita; Antonio Banganho; Gonçalo Machado; Milton Macedo. "A novel platform for distributed and remote real-time monitoring of animal model behavior in a bioterium". Trabalho apresentado em Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017. Publicado • 10.1109/embc.2017.8037667 Diana Batista; Hugo Plácido da Silva; Ana Fred. "Experimental characterization and analysis of the BITalino platforms against a reference device". Trabalho apresentado em Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017. Publicado • 10.1109/embc.2017.8037344 André Pinto; Virginie Felizardo; Nuno Pombo; Hugo Silva; Paulo Fazendeiro; Rute Crisóstomo; Nuno Garcia. "Electrocardiography, electromyography, and accelerometry signals collected with BITalino while swimming: Device assembly and preliminary results". Trabalho apresentado em IEEE Int’l Conf. on Intelligent Computer Communication and Processing (ICCP), Cluj-Napoca, 2016. Publicado • 10.1109/ICCP.2016.7737119 Hadjidimitriou, S.; Charisis, V.; Kyritsis, K.; Konstantinidis, E.; Delopoulos, A.; Bamidis, P.; Bostantjopoulou, S.; et al. "Active and healthy ageing for Parkinson's disease patients' support: A user's perspective within the i-PROGNOSIS framework". Trabalho apresentado em Int'l Conf. on Technology and Innovation in Sports, Health and Wellbeing (TISHW), Vila Real, 2016. Publicado • 10.1109/TISHW.2016.7847785 Margarida Lucas; Hugo Silva; Daniel Gonçalves. "Rapid application development to create proof-of-concept software applications". Trabalho apresentado em Proc. Int’l Conf. on Physiological Computing Systems (PhyCS), Lisboa, 2014. Publicado • 10.5220/0004698202990306 Margarida Lucas; Hugo Silva; Daniel Gonçalves. "Inducing behaviour change of children with autism spectrum disorders by monitoring their attention". Trabalho apresentado em Int’l Conf. on Physiological Computing Systems (PhyCS), Lisboa, 2014. Publicado • 10.5220/0004698401310136 Ana Alves; João Martins; Hugo Silva; André Lourenço; Ana Fred; Hugo Ferreira. "Experimental study and evaluation of paper-based inkjet electrodes for ECG signal acquisition". Trabalho apresentado em Int’l Conf. on Physiological Computing Systems (PhyCS), Lisboa, 2014. Publicado • 10.5220/0004720802750281 Hugo Silva; José Guerreiro; André Lourenço; Ana Fred; Raúl Martins. "BITalino: A novel hardware framework for physiological computing". Trabalho apresentado em Int’l Conf. on Physiological Computing Systems (PhyCS), Lisboa, 2014. Publicado • 10.5220/0004727802460253 Carlos Carreiras; André Lourenço; Hugo Silva; Ana Fred. "ECG biometrics: A template selection approach". Trabalho apresentado em IEEE Int’l Symp. on Medical Measurements and Applications, Lisboa, 2014. Publicado • 10.1109/MeMeA.2014.6860081 Carlos Carreiras; Hugo Silva; André Lourenço; Ana Fred. "StorageBIT: A metadata-aware, extensible, semantic, and hierarchical database for biosignals". Trabalho apresentado em Int’l Conf. on Health Informatics, Barcelona, 2013. Publicado Hugo Silva; André Lourenço; Filipe Canento; Ana Fred. "ECG biometrics: Principles and applications". Trabalho apresentado em Int’l Conf. on Bio-inspired Systems and Signal Processing, Barcelona, 2013. Publicado Michel Cânovas; Hugo Silva; André Lourenço; Filipe Canento; Ana Fred. "MobileBIT: A framework for mobile interaction recording and display". Trabalho apresentado em Int’l Conf. on Health Informatics, Barcelona, 2013. Publicado Filipe Canento; André Lourenço; Hugo Silva; Ana Fred. "On real time ECG segmentation algorithms for biometric application". Trabalho apresentado em Int’l Conf. on Bio-inspired Systems and Signal Processing, Barcelona, 2013. Publicado Ana Alves; Hugo Silva; André Lourenço; Ana Fred; Inês Montalvão; Leonel Alegre. "Uncovering lying detection using blood volume pulse and electrodermal activity". Trabalho apresentado em Conf. on Telecomunications, Castelo Branco, 2013. Publicado Ana Alves; Hugo Silva; André Lourenço; Ana Fred. "BITalino: A biosignal acquisition system based on the Arduino". Trabalho apresentado em Proc. Int’l Conf. on Biomedical Electronics and Devices, Barcelona, 2013. Publicado Ana Alves; Hugo Silva; André Lourenço; Ana Fred. "SignalBIT: A web-based platform for real-time biosignal visualization and recording". Trabalho apresentado em Int’l Conf. on Signal Processing and Multimedia Applications (SIGMAP), Reykjavik, 2013. Publicado • 10.5220/0004612001560162 José Guerreiro; Raúl Martins; Hugo Silva; André Lourenço; Ana Fred. "BITalino: A multimodal platform for physiological computing". Trabalho apresentado em Int’l Conf. on Informatics in Control, Automation and Robotics (ICINCO), Reykjavic, 2013. Publicado Ana Londral; Joana Sousa; Tiago Araújo; Hugo Silva. "Enhancing interaction of persons with cerebral palsy using biosignals detection". Trabalho apresentado em Conf. of the Association for the Advancement of Assistive Technology in Europe (AAATE), Vilamoura, 2013. Publicado • 10.3233/978-1-61499-304-9-1051 Margarida Lucas; Daniel Gonçalves; Hugo Silva. "Simplifying user-tuned content management in assistive software". Trabalho apresentado em Conf. of the Association for the Advancement of Assistive Technology in Europe (AAATE), Vilamoura, 2013. Publicado • 10.3233/978-1-61499-304-9-321 Carlos Carreiras; André Lourenço; Helena Aidos; Hugo Silva; Ana Fred. "Morphological ECG analysis for attention detection". Trabalho apresentado em Int’l Conf. on Neural Computation Theory and Applications (NCTA), Vilamoura, 2013. Publicado Hugo Silva; André Lourenço; Ana Fred; Anil Jain. "Finger ECG signal for user authentication: Usability and performance". Trabalho apresentado em IEEE Int’l Conf. on Biometrics: Theory, Applications and Systems (BTAS), Washington, 2013. Publicado • 10.1109/BTAS.2013.6712689 Hugo Silva; Carlos Carreiras; André Lourenço; Ana Fred. "Off-the-person electrocardiography (ECG)". Trabalho apresentado em Int’l Cong. on Cardiovascular Technologies (CARDIOTECHNIX), Vilamoura, 2013. Publicado Carlos Carreiras; Hugo Silva; André Lourenço; Ana Fred. "Exploring heartbeat sub-patterns for person identification". Trabalho apresentado em Portuguese Conference on Pattern Recognition (RecPad), Lisboa, 2013. Publicado André Lourenço; Hugo Silva; Renato Lourenço; Paulo Leite; Ana Fred. "Real time electrocardiogram segmentation for finger based ECG biometrics". Trabalho apresentado em Int’l Conf. on Bio-inspired Systems and Signal Processing, Algarve, 2012. Publicado Renato Lourenço; Paulo Leite; André Lourenço; Hugo Silva; Ana Fred. "Experimental apparatus for finger ECG biometrics". Trabalho apresentado em Int’l Conf. on Biomedical Electronics and Devices, Vilamoura, 2012. Publicado João Santinha; Joana Sousa; Hugo Gamboa; Hugo Silva. "Real time dose response assessment tool applicable in exercise therapy". Trabalho apresentado em Int’l Workshop on Computing Paradigms for Mental Health, Vilamoura, 2012. Publicado Rui Santos; Joana Sousa; Carlos Marques; Hugo Gamboa; Hugo Silva. "Towards emotion related feature extraction based on generalized source-independent event detection". Trabalho apresentado em Int’l Workshop on Computing Paradigms for Mental Health, Vilamoura, 2012. Publicado Ana Londral; Neuza Nunes; Hugo Silva; Luís Azevedo. "Wireless user-computer interface platform for mental health improvement through social inclusion". Trabalho apresentado em Int’l Workshop on Computing Paradigms for Mental Health, Vilamoura, 2012. Publicado Filipe Canento; Hugo Silva; Ana Fred. "Applicability of multimodal electrophysiological data acquisition and processing to emotion recognition". Trabalho apresentado em Int’l Workshop on Computing Paradigms for Mental Health, Vilamoura, 2012. Publicado Hugo Silva; Joana Sousa; Hugo Gamboa. "Study and evaluation of palmar blood volume pulse for heart rate monitoring in a multimodal framework". Trabalho apresentado em Int’l Workshop on Computing Paradigms for Mental Health, Vilamoura, 2012. Publicado Hugo Silva; André Lourenço; Ana Fred. "In-vehicle driver recognition based on hands ECG signals". Trabalho apresentado em ACM Int’l Conf. on Intelligent User Interfaces (IUI), Lisboa, 2012. Publicado • 10.1145/2166966.2166971 Margarida Lucas; Hugo Silva; Carla Simões; Fernanda Botelho. "Bridging the communicative barriers of children with autism spectrum disorders". Trabalho apresentado em Proc. Int’l Conf. on Digital Exclusion in the Information and Knowledge Society, Lisboa, 2012. Publicado Hitee Chandra; Ian Oakley; Hugo Silva. "User needs in the performance of prescribed home exercise therapy". Trabalho apresentado em ACM Int’l Conf. on Human Factors in Computing Systems, Austin, 2012. Publicado Hitee Chandra; Ian Oakley; Hugo Silva. "Designing to support prescribed home exercises: Understanding the needs of physiotherapy patients". Trabalho apresentado em Nordic Conference on Human-Computer Interaction (NordiCHI), Copenhaga, 2012. Publicado • 10.1145/2399016.2399108 Carla Simões; Fernanda Botelho; Hugo Silva; Margarida Lucas. "Troc@s - A multimedia platform for communicative competence development in children with autism spectrum disorder". Trabalho apresentado em European Conf. on Educational Research, Cádiz, 2012. Publicado André Lourenço; Hugo Silva; Ana Fred. "ECG-based biometrics: A real time classification approach". Trabalho apresentado em IEEE Int’l Workshop on Machine Learning for Signal Processing (MLSP), Santander, 2012. Publicado • 10.1109/MLSP.2012.6349735 Hugo Silva; Ana Fred; Susana Eusébio; Silvia Ouakinin; Marco Torrado. "Feature extraction for psychophysiological load assessment in unconstrained scenarios". Trabalho apresentado em Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), San Diego, 2012. Publicado • 10.1109/EMBC.2012.6347037 Hugo Silva; Ana Fred; André Lourenço. "Electrodermal response propagation time as a potential psychophysiological marker". Trabalho apresentado em Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), San Diego, 2012. Publicado • 10.1109/EMBC.2012.6347545 Helena Aidos; Ana Fred; Hugo Silva; Carlos Carreiras. "Evidence accumulation approach applied to EEG analysis". Trabalho apresentado em Int’l Conf. on Pattern Recognition Applications and Methods, Barcelona, 2012. Publicado Carlos Carreiras; Helena Aidos; Hugo Silva; Ana Fred. "Exploratory EEG analysis using clustering and phase-locking factor". Trabalho apresentado em Int’l Conf. on Bio-inspired Systems and Signal Processing, Barcelona, 2012. Publicado Hugo Silva; Ana Fred; Susana Eusébio; Silvia Ouakinin; Marco Torrado. "Statistical study on psychophysiological changes during the response to clinical history questionnaires". Trabalho apresentado em Jornadas de Classificação e Análise de Dados, Tomar, 2012. Publicado Marta Santos; Ana Fred; Hugo Silva; André Lourenço. "A PCA approach to ECG-based biometrics". Trabalho apresentado em Portuguese Conference on Pattern Recognition (RecPad), Coimbra, 2012. Publicado Michel Cânovas; Hugo Silva; André Lourenço; Filipe Canento; Ana Fred. "Mobile framework for biosignal acquisition and remote processing". Trabalho apresentado em Portuguese Conference on Pattern Recognition (RecPad), Coimbra, 2012. Publicado Ana Alves; Hugo Silva; André Lourenço; Ana Fred. "A biosignal acquisition platform based on Arduino and Android". Trabalho apresentado em Proc. Portuguese Conference on Pattern Recognition (RecPad), Coimbra, 2012. Publicado Margarida Lucas; Carla Simões; Hugo Humberto Plácido da Silva; Tiago Guerreiro; Fernanda Botelho. "Rapid Application Development Using Web Technologies: An Application to Communicative Competence Promotion of Children with ASD". Trabalho apresentado em Int'l Conf. on Health Informatics, Roma, 2011. Publicado • 10.5220/0003169105830586 André Lourenço; Hugo Silva; Daniel Santos; Ana Fred. "Towards a finger based ECG biometric system". Trabalho apresentado em Int’l Conf. on Bio- inspired Systems and Signal Processing, Roma, 2011. Publicado Hugo Silva; André Lourenço; Nuno Paz. "Real-time biosignal acquisition and telemedicine platform for AAL based on Android OS". Trabalho apresentado em Int’l Living Usability Lab Workshop on AAL Latest Solutions, Roma, 2011. Publicado Hugo Silva; Hugo Gamboa; Susana Palma; Joana Sousa. "aal@home: A new home care wireless biosignal monitoring tool for ambient assisted living". Trabalho apresentado em Int’l Living Usability Lab Workshop on AAL Latest Solutions, Trends and Applications, Roma, 2011. Publicado Brankica Pavic; Pasquale Daponte; Luca de Vito; Hugo Silva. "A case study on muscle activation analysis in post-stroke rehabilitation patients". Trabalho apresentado em IEEE Int’l Symp. on Medical Measurements and Applications, Bari, 2011. Publicado Hugo Silva; André Lourenço; Rita Tomás; Vinson Lee; Scott Going. "Accelerometry-based study of body vibration dampening during whole-body vibration training". Trabalho apresentado em IEEE Int’l Symp. on Medical Measurements and Applications, Bari, 2011. Publicado • 10.1109/MeMeA.2011.5966684 Filipe Canento; Ana Fred; Hugo Silva; Hugo Gamboa; André Lourenço. "Multimodal biosignal sensor data handling for emotion recognition". Trabalho apresentado em IEEE Sensors Conf., Limerick, 2011. Publicado • 10.1109/ICSENS.2011.6127029 Hugo Silva; André Lourenço; Renato Lourenço; Paulo Leite; David Coutinho; Ana Fred. "Study and evaluation of a single differential sensor design based on electro-textile electrodes for ECG biometrics applications". Trabalho apresentado em IEEE Sensors Conf., Limerick, 2011. Publicado • 10.1109/ICSENS.2011.6127028 Rita Tomás; André Lourenço; Hugo Silva; Vinson Lee; Scott Going. "Efeitos da vibração corporal na activação do vastus lateralis durante o agachamento isométrico e dinâmico". Trabalho apresentado em XII Congresso Sociedade Portuguesa de Medicina Física e de Reabilitação, Albufeira, 2011. Publicado André Lourenço; Hugo Silva; Ana Fred. "Palm based ECG biometrics". Trabalho apresentado em Portuguese Conference on Pattern Recognition (RecPad), Porto, 2011. Publicado Hugo Silva; Ana Fred; André Lourenço; Hugo Plácido da Silva. "Check your biosignals here: Experiments on affective computing and behavioral biometrics". Trabalho apresentado em Portuguese Conference on Pattern Recognition, Porto, 2011. Publicado Hugo Gamboa; Filipe Silva; Hugo Humberto Plácido da Silva. "Patient tracking system". Trabalho apresentado em 4th International ICST Conference on Pervasive Computing Technologies for Healthcare, Munchen, Germany, 2010. Publicado • 10.4108/ICST.PERVASIVEHEALTH2010.8916 Hugo Silva; Gonçalo Martins; Susana Palma; Pedro Mil-Homens; Maria Valamatos. "An Automated Athlete Performance Evaluation System: From Theory to Practice". Trabalho apresentado em International Conference on Biomedical Electronics and Devices, Porto, 2009. Publicado Hugo Silva; Gonçalo Martins; Pedro Mil-Homens; Maria Valamatos. "Athletic Performance Evaluation System". Trabalho apresentado em European College of Sport Science, Estoril, 2008. Publicado Hugo Silva; Hugo Gamboa; Filipe Silva; Vitor Viegas. "Automatic Fall Detection and Alert System: A Compact GPS/GSM Enabled Unit Based on Accelerometry". Trabalho apresentado em International Conference on Biomedical Electronics and Devices, Funchal, 2008. Publicado Hugo Gamboa; Hugo Silva; Susana Palma; Pedro Mil-Homens. "Vertical Jump Flight Time Measurement: A New Method Based on Acceleration Signals". Trabalho apresentado em European College of Sport Science, Jyvaskyla, 2007. Publicado Hugo Silva; Hugo Gamboa; Ana Fred. "Applicability of Lead V2 ECG Measurements in Biometrics". Trabalho apresentado em Med-e-Tel the International eHealth, Telemedicine and Health ICT Forum for Education, Networking and Business, Luxemburgo, 2007. Publicado Hugo Silva; Ana Fred. "Pairwise vs Global Multi-Class Wrapper Feature Selection". Trabalho apresentado em WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Databases, Corfu, 2007. Publicado Hugo Silva; Hugo Gamboa; Vitor Viegas; Ana Fred. "Wireless Physiologic Data Acquisition Platform". Trabalho apresentado em ConfTele, Conference on Telecomunications, Tomar, 2005. Publicado Hugo Silva; Hugo Gamboa; Vitor Viegas; António Veloso. "Sistema sem Fios para Aquisição de Dados Fisiológicos". Trabalho apresentado em Encontro de Biomecânica, Abrantes, 2005. Publicado Hugo Gamboa; Francisco Ramos; Nuno Ribeiro; Hugo Silva. "Intelligent Learning Enviornment Based on E-Learning Standards". Trabalho apresentado em IADAT, International Conference on Education, Bilbao, 2004. Publicado Hugo Silva; Ricardo Nicolau. "Ferramenta de Processamento de Sinais Fisiológicos". Trabalho apresentado em Workshop de Projectos de Informática, Setúbal, 2002. Publicado
Artigo em revista	Bota, Patrícia; Brito, Joana; Fred, Ana; Cesar, Pablo; Hugo Plácido da Silva. "A real-world dataset of group emotion experiences based on physiological data". Scientific Data 11 1 (2024): http://dx.doi.org/10.1038/s41597-023-02905-6. Acesso aberto • Publicado • 10.1038/s41597-023-02905-6 Louro da Silva, Maria; Gouveia, Carolina; Albuquerque, Daniel Filipe; Hugo Plácido da Silva. "Radar-Based Invisible Biometric Authentication". Information 15 1 (2024): 44. http://dx.doi.org/10.3390/info15010044. Acesso aberto • Publicado • 10.3390/info15010044 Fernandes da Silva, Joana Lima Grilo; Barroso Gonçalves, Sérgio Miguel; Hugo Plácido da Silva; Tavares da Silva, Miguel Pedro. "Three-dimensional printed exoskeletons and orthoses for the upper limb—A systematic review". Prosthetics & Orthotics International (2024): http://dx.doi.org/10.1097/pxr.0000000000000318. Publicado • 10.1097/pxr.0000000000000318 Aly, Luís; Godinho, Leonor; Bota, Patricia; Bernardes, Gilberto; Hugo Plácido da Silva. "Acting Emotions: a comprehensive dataset of elicited emotions". Scientific Data 11 1 (2024): http://dx.doi.org/10.1038/s41597-024-02957-2. Acesso aberto • Publicado • 10.1038/s41597-024-02957-2 Clemente, Carolina; Chambel, Gonçalo; Silva, Diogo C. F.; Montes, António Mesquita; Pinto, Joana F.; Hugo Plácido da Silva. "Feasibility of 3D Body Tracking from Monocular 2D Video Feeds in Musculoskeletal Telerehabilitation". Sensors 24 1 (2023): 206. http://dx.doi.org/10.3390/s24010206. Acesso aberto • Publicado • 10.3390/s24010206 Supelnic, Max Nobre; Ferreira, Afonso Fortes; Bota, Patrícia Justo; Brás-Rosário, Luís; Hugo Plácido da Silva. "Benchmarking of Sensor Configurations and Measurement Sites for Out-of-the-Lab Photoplethysmography". Sensors 24 1 (2023): 214. http://dx.doi.org/10.3390/s24010214. Acesso aberto • Publicado • 10.3390/s24010214 Abreu, Mariana; Carmo, Ana Sofia; Peralta, Ana Rita; Sá, Francisca; Hugo Plácido da Silva; Bentes, Carla; Fred, Ana Luísa. "PreEpiSeizures: description and outcomes of physiological data acquisition using wearable devices during video-EEG monitoring in people with epilepsy". Frontiers in Physiology 14 (2023): http://dx.doi.org/10.3389/fphys.2023.1248899. Acesso aberto • Publicado • 10.3389/fphys.2023.1248899 Bota, Patrícia; Zhang, Tianyi; El Ali, Abdallah; Fred, Ana; Hugo Plácido da Silva; Cesar, Pablo. "Group Synchrony for Emotion Recognition Using Physiological Signals". IEEE Transactions on Affective Computing 14 4 (2023): 2614-2625. http://dx.doi.org/10.1109/taffc.2023.3265433. Publicado • 10.1109/taffc.2023.3265433 Garção, Vicente M.; Abreu, Mariana; Peralta, Ana R.; Bentes, Carla; Fred, Ana; Hugo Plácido da Silva. "A novel approach to automatic seizure detection using computer vision and independent component analysis". Epilepsia 64 9 (2023): 2472-2483. http://dx.doi.org/10.1111/epi.17677. Publicado • 10.1111/epi.17677 De Dobbeleer, Liza; Swart, Myrthe Manouk; Geerds, Merle Anne Joëlle; Baggen, Remco Johan; Jansen, Anne-Jet Sophie; Tielemans, Rudi; Hugo Plácido da Silva; et al. "Validity and reliability of Eforto®, a system to (self-)monitor grip strength and muscle fatigability in older persons". Aging Clinical and Experimental Research 35 4 (2023): 835-845. http://dx.doi.org/10.1007/s40520-023-02365-3. Acesso aberto • 10.1007/s40520-023-02365-3 Silva, Rafael; Fred, Ana; Hugo Plácido da Silva. "Morphological Autoencoders for Beat-by-Beat Atrial Fibrillation Detection Using Single-Lead ECG". Sensors 23 5 (2023): 2854. http://dx.doi.org/10.3390/s23052854. Acesso aberto • Publicado • 10.3390/s23052854 Nunes, Tiago; Hugo Plácido da Silva. "Characterization and Validation of Flexible Dry Electrodes for Wearable Integration". Sensors 23 3 (2023): 1468. http://dx.doi.org/10.3390/s23031468. Acesso aberto • Publicado • 10.3390/s23031468 Pereira, Leonor; Hugo Plácido da Silva. "A Novel Smart Chair System for Posture Classification and Invisible ECG Monitoring". Sensors 23 2 (2023): 719. http://dx.doi.org/10.3390/s23020719. Acesso aberto • Publicado • 10.3390/s23020719 Ferreira, Afonso Fortes; Hugo Plácido da Silva; Alves, Helena; Marques, Nuno; Fred, Ana. "Feasibility of Electrodermal Activity and Photoplethysmography Data Acquisition at the Foot Using a Sock Form Factor". Sensors 23 2 (2023): 620. http://dx.doi.org/10.3390/s23020620. Acesso aberto • Publicado • 10.3390/s23020620 Tavares, Cátia; Silva, João Oliveira E.; Mendes, André; Rebolo, Leonor; Domingues, Maria De Fátima; Alberto, Nélia; Lima, Mário; et al. "Smart Office Chair for Working Conditions Optimization". IEEE Access 11 (2023): 50497-50509. http://dx.doi.org/10.1109/access.2023.3276429. Acesso aberto • Publicado • 10.1109/access.2023.3276429 Monteiro, Sofia M.; Hugo Plácido da Silva. "A Novel Approach to Simultaneous Phonocardiography and Electrocardiography During Auscultation". IEEE Access 11 (2023): 78224-78236. http://dx.doi.org/10.1109/access.2023.3298109. Acesso aberto • Publicado • 10.1109/access.2023.3298109 Stefanidis, Kiriakos; Tsatsou, Dorothea; Konstantinidis, Dimitrios; Gymnopoulos, Lazaros; Daras, Petros; Wilson-Barnes, Saskia; Hart, Kathryn; et al. "PROTEIN AI Advisor: A Knowledge-Based Recommendation Framework Using Expert-Validated Meals for Healthy Diets". Nutrients 14 20 (2022): 4435. http://dx.doi.org/10.3390/nu14204435. Acesso aberto • Publicado • 10.3390/nu14204435 Banganho, Antonio; Santos, Marcelino; Hugo Plácido da Silva. "Electrodermal activity: Fundamental principles, measurement, and application". IEEE Potentials 41 5 (2022): 35-43. http://dx.doi.org/10.1109/mpot.2020.2983381. Publicado • 10.1109/mpot.2020.2983381 Primett, William; Hugo Plácido da Silva; Gamboa, Hugo. "Sound Feedback for Social Distance: The Case for Public Interventions during a Pandemic". Electronics 11 14 (2022): 2151. http://dx.doi.org/10.3390/electronics11142151. Acesso aberto • 10.3390/electronics11142151 Lopes, Alexandra; Osorio, Daniel F. Noronha; Hugo Plácido da Silva; Gamboa, Hugo. "Equivalent Pipeline Processing for IR-UWB and FMCW Radar Comparison in Vital Signs Monitoring Applications". IEEE Sensors Journal 22 12 (2022): 12028-12035. http://dx.doi.org/10.1109/jsen.2022.3173218. 10.1109/jsen.2022.3173218 Varandas, Rui; Lima, Rodrigo; Bermúdez I Badia, Sergi; Hugo Plácido da Silva; Gamboa, Hugo. "Automatic Cognitive Fatigue Detection Using Wearable fNIRS and Machine Learning". Sensors 22 11 (2022): 4010. http://dx.doi.org/10.3390/s22114010. Acesso aberto • 10.3390/s22114010 Carmo, Ana Sofia; Abreu, Mariana; Fred, Ana Luísa Nobre; Hugo Plácido da Silva. "EpiBOX: An Automated Platform for Long-Term Biosignal Collection". Frontiers in Neuroinformatics 16 (2022): http://dx.doi.org/10.3389/fninf.2022.837278. Acesso aberto • 10.3389/fninf.2022.837278 Silva, Aline Santos; Correia, Miguel Velhote; de Melo, Francisco; Hugo Plácido da Silva. "Identity Recognition in Sanitary Facilities Using Invisible Electrocardiography". Sensors 22 11 (2022): 4201. http://dx.doi.org/10.3390/s22114201. Acesso aberto • 10.3390/s22114201 Silva, Rafael; Salvador, Gonçalo; Bota, Patrícia; Fred, Ana; Hugo Plácido da Silva. "Impact of sampling rate and interpolation on photoplethysmography and electrodermal activity signals’ waveform morphology and feature extraction". Neural Computing and Applications 35 8 (2022): 5661-5677. http://dx.doi.org/10.1007/s00521-022-07212-6. 10.1007/s00521-022-07212-6 Bota, Patrícia; Flety, Emmanuel; Hugo Plácido da Silva; Fred, Ana. "EmotiphAI: a biocybernetic engine for real-time biosignals acquisition in a collective setting". Neural Computing and Applications 35 8 (2022): 5721-5736. http://dx.doi.org/10.1007/s00521-022-07191-8. 10.1007/s00521-022-07191-8 Tavares, Cátia; Leitão, Cátia; Lo Presti, Daniela; Domingues, M. F.; Alberto, Nélia; Hugo Plácido da Silva; Antunes, Paulo. "Respiratory and heart rate monitoring using an FBG 3D-printed wearable system". Biomedical Optics Express 13 4 (2022): 2299-2311. http://dx.doi.org/10.1364/boe.452115. Publicado • 10.1364/boe.452115 Tavares, Cátia; Real, Daniela; Domingues, Maria de Fátima; Alberto, Nélia; Hugo Plácido da Silva; Antunes, Paulo. "Sensor Cell Network for Pressure, Temperature and Position Detection on Wheelchair Users". International Journal of Environmental Research and Public Health 19 4 (2022): 2195. http://dx.doi.org/10.3390/ijerph19042195. Acesso aberto • 10.3390/ijerph19042195 Abreu, Mariana; Carmo, Ana Sofia; Franco, Ana; Parreira, Sara; Vidal, Beatriz; Costa, Mariana; Peralta, Ana Rita; et al. "Mobile Applications for Epilepsy: Where Are We? Where Should We Go? A Systematic Review". Signals 3 1 (2022): 40-65. http://dx.doi.org/10.3390/signals3010005. Publicado • 10.3390/signals3010005 Francisco Trindade Melo; Horácio C. Neto; Hugo Humberto Plácido da Silva. "System on Chip (SoC) for Invisible Electrocardiography (ECG) Biometrics". Sensors 22 1 (2022): 348. http://dx.doi.org/10.3390/s22010348. Acesso aberto • Publicado • 10.3390/s22010348 Patrícia Bota; Ana Luisa Nobre; João Pedro Sabina dos Santos Valente (BB1A-F295-3020); Chen Wang; Hugo Humberto Plácido da Silva. "A dissimilarity-based approach to automatic classification of biosignal modalities". Applied Soft Computing 115 (2022): 108203. http://dx.doi.org/10.1016/j.asoc.2021.108203. Publicado • 10.1016/j.asoc.2021.108203 Tavares, Catia; Silva, Joao Oliveira E.; Mendes, Andre; Rebolo, Leonor; Domingues, Maria De Fatima; Alberto, Nelia; Lima, Mario; Hugo Plácido da Silva; Antunes, Paulo Fernando Da Costa. "Instrumented Office Chair With Low-Cost Plastic Optical Fiber Sensors for Posture Control and Work Conditions Optimization". IEEE Access 10 (2022): 69063-69071. http://dx.doi.org/10.1109/access.2022.3185624. Acesso aberto • 10.1109/access.2022.3185624 Ramalho, Diogo; Constantino, Pedro; Hugo Plácido da Silva; Constante, Miguel; Sanches, Joao. "An Augmented Teleconsultation Platform for Depressive Disorders". IEEE Access 10 (2022): 130563-130571. http://dx.doi.org/10.1109/access.2022.3228324. Acesso aberto • Publicado • 10.1109/access.2022.3228324 Hugo Humberto Plácido da Silva; Nuno Garcia; Erin T. Solovey. "Editorial: Biomedical Signals for Human-Computer Interaction". Frontiers in Computer Science 3 (2021): http://dx.doi.org/10.3389/fcomp.2021.799952. Acesso aberto • Publicado • 10.3389/fcomp.2021.799952 Aline dos Santos Silva; Miguel Velhote Correia; Hugo Humberto Plácido da Silva. "Invisible ECG for High Throughput Screening in eSports". Sensors 21 22 (2021): 7601. http://dx.doi.org/10.3390/s21227601. Acesso aberto • 10.3390/s21227601 João Pedro Sabina dos Santos Valente (BB1A-F295-3020); Leonor Godinho; Cristina Pintado; Cátia Baptista; Veronika Kozlova; Luís Marques; Ana Luísa Nobre Fred; Hugo Humberto Plácido da Silva. "Neuroorganoleptics: Organoleptic Testing Based on Psychophysiological Sensing". Foods 10 9 (2021): 1974. http://dx.doi.org/10.3390/foods10091974. Acesso aberto • Publicado • 10.3390/foods10091974 Luís Aly; Hugo Humberto Plácido da Silva; Gilberto Bernardes; Rui Penha. "Appropriating Biosensors as Embodied Control Structures in Interactive Music Systems". Human Technology 17 1 (2021): 45-80. http://dx.doi.org/10.17011/ht/urn.202106223978. Acesso aberto • Publicado • 10.17011/ht/urn.202106223978 Ruth Erna Wagner; Hugo Humberto Plácido da Silva; Klaus Gramann. "Validation of a Low-Cost Electrocardiography (ECG) System for Psychophysiological Research". Sensors 21 13 (2021): 4485. http://dx.doi.org/10.3390/s21134485. Acesso aberto • Publicado • 10.3390/s21134485 Afonso Raposo; Luis Marques; Rafael Correia; Francisco Melo; João Pedro Sabina dos Santos Valente (BB1A-F295-3020); Telmo Pereira; Luis Brás Rosário; et al. "e-CoVig: A Novel mHealth System for Remote Monitoring of Symptoms in COVID-19". Sensors 21 10 (2021): 3397. http://dx.doi.org/10.3390/s21103397. Acesso aberto • Publicado • 10.3390/s21103397 Aline dos Santos Silva; Hugo Almeida; Hugo Humberto Plácido da Silva; António Oliveira. "Design and evaluation of a novel approach to invisible electrocardiography (ECG) in sanitary facilities using polymeric electrodes". Scientific Reports 11 1 (2021): http://dx.doi.org/10.1038/s41598-021-85697-2. Acesso aberto • Publicado • 10.1038/s41598-021-85697-2 Sofia Balula Dias; José Alves Diniz; Evdokimos Konstantinidis; Theodore Savvidis; Vicky Zilidou; Panagiotis Bamidis; Athina Grammatikopoulou; et al. "Assistive HCI-Serious Games Co-design Insights: The Case Study of i-PROGNOSIS Personalized Game Suite for Parkinsons Disease". Frontiers in Psychology 11 (2021): http://dx.doi.org/10.3389/fpsyg.2020.612835. Aceite para publicação António Rodrigues Banganho; Marcelino Bicho dos Santos; Hugo Plácido da Silva. "Design and Evaluation of an Electrodermal Activity Sensor (EDA) with Adaptive Gain". IEEE Sensors Journal (2021): 1-1. http://dx.doi.org/10.1109/jsen.2021.3050875. Aceite para publicação Cátia Tavares; Flávia Leite; Maria de Fátima Domingues; Tiago Paixão; Nélia Alberto; António Ramos; Hugo Humberto Plácido da Silva; Paulo Fernando da Costa Antunes. "Optically Instrumented Insole for Gait Plantar and Shear Force Monitoring". IEEE Access 9 (2021): 132480-132490. http://dx.doi.org/10.1109/access.2021.3115472. Acesso aberto • Publicado • 10.1109/access.2021.3115472 Abreu, Mariana; Fred, Ana; Valente, João; Wang, Chen; Hugo Plácido da Silva. "Morphological autoencoders for apnea detection in respiratory gating radiotherapy". Computer Methods and Programs in Biomedicine 195 (2020): 105675. http://dx.doi.org/10.1016/j.cmpb.2020.105675. Aceite para publicação • 10.1016/j.cmpb.2020.105675 Pinto, Joana F.; Hugo Plácido da Silva; Melo, Francisco; Fred, Ana. "ScientIST: Biomedical Engineering Experiments Supported by Mobile Devices, Cloud and IoT". Signals 1 2 (2020): 110-120. http://dx.doi.org/10.3390/signals1020006. Acesso aberto • Aceite para publicação • 10.3390/signals1020006 Bota, Patrícia; Wang, Chen; Fred, Ana; Hugo Plácido da Silva. "Emotion Assessment Using Feature Fusion and Decision Fusion Classification Based on Physiological Data: Are We There Yet?". Sensors 20 17 (2020): 4723. http://dx.doi.org/10.3390/s20174723. Acesso aberto • Aceite para publicação • 10.3390/s20174723 Belo, David; Bento, Nuno; Hugo Plácido da Silva; Fred, Ana; Gamboa, Hugo. "ECG Biometrics Using Deep Learning and Relative Score Threshold Classification". Sensors 20 15 (2020): 4078. http://dx.doi.org/10.3390/s20154078. Acesso aberto • Aceite para publicação • 10.3390/s20154078 Dias, Sofia Balula; Grammatikopoulou, Athina; Diniz, José Alves; Dimitropoulos, Kosmas; Grammalidis, Nikos; Zilidou, Vicky; Savvidis, Theodore; et al. "Innovative Parkinson's Disease Patients' Motor Skills Assessment: The i-PROGNOSIS Paradigm". Frontiers in Computer Science 2 (2020): http://dx.doi.org/10.3389/fcomp.2020.00020. Acesso aberto • Aceite para publicação • 10.3389/fcomp.2020.00020 Mónica Martins; Pedro Gomes; Cristina Oliveira; Miguel Coimbra; Hugo Plácido da Silva. "Design and Evaluation of a Diaphragm for Electrocardiography in Electronic Stethoscopes". IEEE Transactions on Biomedical Engineering 67 2 (2020): 391-398. http://dx.doi.org/10.1109/tbme.2019.2913913. Publicado • 10.1109/tbme.2019.2913913 Daniel Checchinato; Luis Marques Antunes; Joaquim Gabriel Mendes; Hugo Plácido da Silva; Diana Patricia Duarte; Pedro Nuno de Melo Antunes; Cidéli Coelho. "Avaliação de um sistema de monitorização portátil do retorno anestésico baseado em análise de movimento em caninos e felinos". Brazilian Journal of Development 6 8 (2020): 56064-56076. http://dx.doi.org/10.34117/bjdv6n8-136. Acesso aberto • Publicado Cátia Tavares; Fátima Domingues; Tiago Paixão; Nélia Alberto; Hugo Plácido da Silva; Paulo Antunes. "Wheelchair Pressure Ulcer Prevention Using FBG Based Sensing Devices". Sensors 20 1 (2019): 212. http://dx.doi.org/10.3390/s20010212. Acesso aberto • 10.3390/s20010212 Eduardo Félix; Hugo Plácido da Silva; Bjorn Olstad; Jan Cabri. "SwimBIT: A Novel Approach to Stroke Analysis During Swim Training Based on Attitude and Heading Reference System (AHRS)". Sports 7 11 (2019): 238. http://dx.doi.org/10.3390/sports7110238. Acesso aberto • 10.3390/sports7110238 Daniel Osório; Ricardo Viana-Soares; João Pedro Marto; Marcelo Mendonça; Hugo Plácido da Silva; Cláudia Quaresma; Miguel Viana-Baptista; Hugo Filipe Silveira Gamboa; Helena Vieira. "Autonomic nervous system response to remote ischemic conditioning: heart rate variability assessment". BMC Cardiovascular Disorders 19 1 (2019): http://dx.doi.org/10.1186/s12872-019-1181-5. Acesso aberto • Publicado • 10.1186/s12872-019-1181-5 Shane O’Sullivan; Zulfiqur Ali; Xiaoyi Jiang; Reza Abdolvand; Selim Ünlü; Hugo Plácido da Silva; Justin Baca; et al. "Developments in Transduction, Connectivity and AI/Machine Learning for Point-of-Care Testing". Sensors 19 8 (2019): 1917. http://dx.doi.org/10.3390/s19081917. Acesso aberto • Publicado • 10.3390/s19081917 Diana Batista; Hugo Plácido da Silva; Ana Fred; Carlos Moreira; Margarida Reis; Hugo Ferreira. "Benchmarking of the BITalino Biomedical Toolkit Against an Established Gold Standard". IET Healthcare Technology Letters (2019): 1-5. https://digital-library.theiet.org/content/journals/10.1049/htl.2018.5037. Acesso aberto • Aceite para publicação J Alho; H Silva; V Teodoro; G Bonfait. "A simple pendulum studied with a low-cost wireless acquisition board". Physics Education (2019): https://doi.org/10.1088/1361-6552/aaea9d. 10.1088/1361-6552/aaea9d Cátia Cepeda; Ricardo Tonet; Daniel Osório; Hugo Plácido da Silva; Edouard Battegay; Marcus Cheetham; Hugo Filipe Silveira Gamboa. "Latent: A Flexible Data Collection Tool to Research Human Behavior in the Context of Web Navigation". IEEE Access 7 (2019): 77659-77673. http://dx.doi.org/10.1109/access.2019.2916996. Acesso aberto • Publicado • 10.1109/access.2019.2916996 Bota, Patrícia; Chen Wang; Ana Luisa Nobre Fred; Hugo Plácido da Silva. "A Review, Current Challenges, and Future Possibilities on Emotion Recognition Using Machine Learning and Physiological Signals". IEEE Access 7 (2019): 140990-141020. http://dx.doi.org/10.1109/access.2019.2944001. Acesso aberto • 10.1109/access.2019.2944001 Henrique Silva; Hugo Ferreira; Hugo Plácido da Silva; Luis Monteiro Rodrigues. "The Venoarteriolar Reflex Significantly Reduces Contralateral Perfusion as Part of the Lower Limb Circulatory Homeostasis in vivo". Frontiers in Physiology 9 (2018): 1-9. http://dx.doi.org/10.3389/fphys.2018.01123. Publicado • 10.3389/fphys.2018.01123 Hugo Plácido da Silva. "Physiological Sensing Now Open to the World: New Resources Are Allowing Us to Learn, Experiment, and Create Imaginative Solutions for Biomedical Applications". IEEE Pulse 9 2 (2018): 9-11. http://dx.doi.org/10.1109/mpul.2018.2790903. 10.1109/mpul.2018.2790903 Marco Torrado; Hugo Silva; Susana Eusébio; Ana Fred; Silvia Ouakinin. "Alexithymia, physiological reactivity and cognitive appraisals of emotional stimuli in opiate dependents: A pilot study". Journal of Neurology and Neurophysiology 6 1 (2015): 1-8. Publicado • 10.4172/2155-9562.1000263 Hugo Silva; Carlos Carreiras; André Lourenço; Ana Fred; Rui César das Neves. "Off-the-person electrocardiography: Performance assessment and clinical correlation". Health and Technology 4 4 (2015): 309-318. Publicado • https://doi.org/10.1007/s12553-015-0098-y Borja Gamecho; Hugo Silva; José Guerreiro; Luis Gardeazabal; Julio Abascal. "Context-aware application to increase compliance of physical rehabilitation exercises at home via animatronic biofeedback in elderly users". Journal of Medical Systems 39 11 (2015): 296-306. Publicado • https://doi.org/10.1007/s10916-015-0296-1 Silvia Ouakinin; Susana Eusébio; Marco Torrado; Hugo Plácido da Silva; Isabel Nabais; Graça Gonçalves; Leonor Bacelar-Nicolau. "Stress reactivity, distress and attachment in newly diagnosed breast cancer patients". Health Psychology and Behavioral Medicine 3 1 (2015): 424-438. Publicado • 10.1080/21642850.2015.1121491 Stephen Fairclough; Hugo Plácido da Silva; Hugo Gamboa; Kiel Gilleade; Sergi Bermudez i Badia. "Applications and issues for physiological computing systems: An introduction to the special issue". Interacting with Computers 27 5 (2015): 489-491. Publicado • https://doi.org/10.1093/iwc/iwv026 Hugo Silva. "Harnessing the Power of Biosignals". IEEE Computer 47 3 (2014): 74-77. http://www.it.pt/Publications/PaperJournal/9122. Margarida Lucas; Daniel Gonçalves; Hugo Silva. "User-tuned content customization for children with autism spectrum disorders". Procedia Computer Science 27 - (2014): 441-448. http://www.it.pt/Publications/PaperJournal/8090. Publicado • doi: 10.1016/j.procs.2014.02.048 Hugo Silva; André Lourenço; Ana Fred; Nuno Raposo; Marta Sousa. "Check Your Biosignals Here: A new dataset for off-the-person ECG biometrics". Computer Methods and Programs in Biomedicine 113 2 (2014): 503-514. Publicado • 10.1016/j.cmpb.2013.11.017 Hugo Silva; Ana Fred. "Harnessing the power of biosignals". IEEE Computer 47 3 (2014): 74-77. Publicado Hugo Silva; André Lourenço; Ana Fred; Raúl Martins. "BIT: Biosignal igniter toolkit". Computer Methods and Programs in Biomedicine 115 1 (2014): 20-32. Publicado • 10.1016/j.cmpb.2014.03.002 Hugo Silva; Ana Fred; Raúl Martins. "Biosignals for everyone". IEEE Pervasive Computing 13 4 (2014): 64-71. Publicado • 10.1109/MPRV.2014.61 Hugo Silva; Stephen Fairclough; Andreas Holzinger; Robert Jacobs; Desney Tan. "Introduction to the special issue on physiological computing for human-computer interaction". ACM Transactions on Computer-Human Interaction 21 6 (2014): 1-4. http://www.it.pt/Publications/PaperJournal/15524. Publicado • dl.acm.org/citation.cfm?id=2688203 Silva, Hugo; Hugo Silva; Ana Fred; Marco Torrado; Susana Eusébio; Silvia Ouakinin. "Psychophysiological measurements in emotion analysis and research". Psychotherapy and Psychosomatics 82 1 (suppl.) (2013): 117-117. http://www.it.pt/Publications/PaperJournal/18766. Publicado • https://www.researchgate.net/publication/279033510_Psychophysiological_measurements_in_emotion_analysis_and_research David Coutinho; Hugo Silva; Hugo Gamboa; Ana Fred; Mário Figueiredo. "Novel fiducial and non-fiducial approaches to electrocardiogram-based biometric systems". IET Biometrics 2 2 (2013): 64-75. http://www.it.pt/Publications/PaperJournal/7841. Publicado • 10.1049/iet-bmt.2012.0055 Marta Santos; Hugo Silva; Ana Fred; Marco Torrado; Silvia Ouakinin. "Pattern recognition of individual behavior using physiological data". Psychotherapy and Psychosomatics 82 1 (suppl.) (2013): 97-97. Publicado Hugo Gamboa; Hugo Silva; Ana Fred. "HiMotion: A New Research Resource for the Study of Behavior, Cognition, and Emotion". Multimedia Tools and Applications 73 1 (2013): 345-375. Publicado • https://link.springer.com/article/10.1007%2Fs11042-013-1602-x André Lourenço; Hugo Silva; Carlos Carreiras; Ana Alves; Ana Fred. "A web-based platform for biosignal visualization and annotation". Multimedia Tools and Applications 70 1 (2013): 433-460. 10.1007/s11042-013-1397-9 Ana Londral; Hugo Silva; Neuza Nunes; Mamede Carvalho; Luís Azevedo. "A wireless user-computer interface to explore various sources of biosignals and visual biofeedback for severe motor impairment". Journal of Accessibility and Design for All 3 2 (2013): 117-135. Publicado • http://dx.doi.org/10.17411/jacces.v3i2.15 Filipa Pires; Augusto Gil Pascoal; Hugo Silva; Silva, Hugo; Gil Pascoal. "The assessment of the pelvic floor muscles strenght using a perineometer and a time- based processing approach". Journal of Biomechanics 45 1 (suppl.) (2012): S69-S69. http://dx.doi.org/10.1016/s0021-9290(12)70070-2. Publicado • 10.1016/s0021-9290(12)70070-2 Francisco Alegria; Hugo Silva. "Choosing between terminal and independently based gain and offset error in the ADC histogram test". IEEE Transactions on Instrumentation and Measurement 161 1 (2012): 9-16. Publicado • 10.1109/TIM.2011.2161014 Margarida Lucas; Daniel Gonçalves; Tiago Guerreiro; Hugo Silva. "A web-based application to address individual interests of children with autism spectrum disorders". Procedia Computer Science 14 - (2012): 20-27. Publicado Lisanne Warmerdam; Heleen Riper; Michel Klein; Pepijn van de Ven; Artur Rocha; Mário Henriques; Eric Tousset; et al. "Innovative ICT solutions to improve treatment outcomes for depression: The ICT4Depression project". Studies in Health Technology and Informatics 181 - (2012): 339-343. Publicado • https://www.ncbi.nlm.nih.gov/pubmed/22954884 Rita Tomás; André Lourenço; Hugo Silva; Vinson Lee; Scott Going. "Effects of whole-body vibration on vastus lateralis activation during isometric and dynamic squatting". Journal of Rehabilitation Medicine, 49 (2011): 139-149. Publicado André Lourenço; Hugo Silva; Ana Fred. "Unveiling the Biometric Potential of Finger-Based ECG Signals". 2011 5 (2011): 1-8. http://www.it.pt/Publications/PaperJournal/5834. Acesso aberto • Publicado • 10.1155/2011/720971 Ana Conceição; Susana Palma; Hugo Silva; Hugo Gamboa; Hugo Louro. "Electromyography in front crawl technique - case study". pen Sports Science Journal 3 - (2010): 67-69. Publicado • 10.2174/1875399X01003010067 Hugo Silva; Ana Fred. "Pairwise Multi-Class Feature Selection: A Wrapper Framework". WSEAS Transactions on Systems and Control 2 2 (2007): 212-217. Publicado • https://www.researchgate.net/publication/285726184_Pairwise_multi-class_feature_selection_a_wrapper_framework
Capítulo de livro	Elvas, Luís; Filipe Martins; Maria Brites; Ana Matias; Hugo Plácido da Silva; Nuno Gonçalves; João Ferreira; Luis Brás Rosário. "Wearable Temperature Sensor and Artificial Intelligence to Reduce Hospital Workload". In Innovations in Bio-Inspired Computing and Applications, 796-805. Springer Nature Switzerland, 2023. Publicado • 10.1007/978-3-031-27499-2_73 Ana Vieira; Luís Elvas; João Ferreira; Matilde Cascalho; Raposo, Afonso; Miguel Sales Dias; Luis Brás Rosário; Hugo Plácido da Silva. "AI-Based mHealth App for Covid-19 or Cardiac Diseases Diagnosis and Prognosis". In Innovations in Bio-Inspired Computing and Applications, 765-777. Springer Nature Switzerland, 2023. Publicado • 10.1007/978-3-031-27499-2_71 Irina Esteves Lopes; Diogo C. F. Silva; Mesquita Montes, António; Duarte Pereira; Crasto, Carlos; Ana G. B. Couto; Daniela Simões; Alexandre Silva; Hugo Plácido da Silva. "Digital Physiotherapy: From Solutions to Practice". In Handbook of Research on Advances in Digital Technologies to Promote Rehabilitation and Community Participation, 48-76. IGI Global, 2023. Publicado • 10.4018/978-1-6684-9251-2.ch003 Silva, Rafael; Abrunhosa Rodrigues, Lourenço; Lourenço, André; Hugo Plácido da Silva. "Temporal Dynamics of Drowsiness Detection Using LSTM-Based Models". In Advances in Computational Intelligence, 211-220. Springer Nature Switzerland, 2023. Publicado • 10.1007/978-3-031-43085-5_17 Osório, Daniel Noronha; Teixeira, Emanuela; Pimentel-Santos, Fernando; Hugo Plácido da Silva; Gamboa, Hugo; Quaresma, Cláudia. "Development and Validation of an Experimental Protocol to Evaluate Posture Control". In IFIP Advances in Information and Communication Technology, 387-394. Springer International Publishing, 2020. Aceite para publicação • 10.1007/978-3-030-45124-0_37 Hugo Plácido da Silva. "Biomedical sensors as invisible doctors". In Regenerative Design in Digital Practice: A Handbook for the Built Environment. Bozen, Itália: Eurac Research, 2019. Publicado Hélio Lourenço; Víctor Sanfins; Fernando Torgal; Sílvia Ala; Manuel Reis; Hugo Plácido da Silva; Francisco Barros. "Heart Rhythm Qualitative Analysis Using Low-Cost and Open Source Electrocardiography: A Study Based on Atrial Fibrillation Detection". In Lecture Notes in Computer Science, 198-217. Cham, Suiça: Springer International Publishing, 2019. Publicado • 10.1007/978-3-030-27950-9_11 André Lemos; Catarina Oliveira; Gonçalo Telo; Hugo Plácido da Silva. "Bridging the Clinic-Home Divide in Muscular Rehabilitation". In Biofeedback. InTech, 2018. Publicado • 10.5772/intechopen.76790 Carlos Carreiras; André Lourenço; Helena Aidos; Hugo Silva; Ana Fred. "Unsupervised analysis of morphological ECG features for attention detection". In Computational Intelligence, 437-453. Cham: Springer International Publishing, 2016. Publicado • 10.1007/978-3-319-23392-5_24 Carlos Carreiras; André Lourenço; Hugo Silva; Ana Fred; Rui Ferreira. "Evaluating template uniqueness in ECG biometrics". In Informatics in Control, Automation and Robotics, 111-123. Cham: Springer International Publishing, 2015. Publicado • 10.1007/978-3-319-26453-0_7 Hugo Silva; Hugo Gamboa; Filipe Silva; Rui Falcão. "bioPLUX clinical - Dispositivo médico inovador para fisioterapia e medicina de reabilitação baseada em biofeedback". In Engenharia.pt - Uma Via Verde para o Desenvolvimento Tecnológico e económico de Portugal, 319-336. Porto: Grupo Editorial Vida Económica, 2014. Publicado Borja Gamecho; José Guerreiro; Ana Alves; André Lourenço; Hugo Silva; Luis Gardeazabal; Julio Abascal; Ana Fred. "Evaluation of a context-aware application for mobile robot control mediated by physiological data: The ToBITas case study". In Ubiquitous Computing and Ambient Intelligence: Personalisation and User Adapted Services, 147-154. Cham: Springer International Publishing, 2014. Publicado • 10.1007/978-3-319-13102-3_26 Ana Alves; João Martins; Hugo Silva; André Lourenço; Ana Fred; Hugo Ferreira. "Paper-based inkjet electrodes: Experimental study for ECG applications". In Physiological Computing Systems, 59-70. Heidelberg: Springer Berlin Heidelberg, 2014. Publicado Carlos Carreiras; André Lourenço; Hugo Silva; Ana Fred. "A unifying approach to ECG biometric recognition using the wavelet transform". In Image Analysis and Recognition, ser. Lecture Notes in Computer Science, 53-62. Heidelberg: Springer Berlin Heidelberg, 2013. Publicado André Lourenço; Hugo Silva; Carlos Carreiras; Ana Fred. "Outlier detection in non-intrusive ECG biometric system". In Lecture Notes in Computer Science, 43-52. Heidelberg: Springer Berlin Heidelberg, 2013. Publicado • 10.1007/978-3-642-39094-4_6 Ana Londral; Neuza Nunes; Hugo Silva; Mamede Carvalho; Luís Azevedo. "Enhancing communication through biosignals in severe neuromuscular conditions". In Converging Clinical and Engineering Research on Neurorehabilitation, 885-890. Heidelberg: Springer Berlin Heidelberg, 2013. Publicado • 10.1007/978-3-642-34546-3_144 Hugo Silva; Reinhold Scherer; Joana Sousa; Ana Londral. "Towards improving the usability of electromyographic interfaces". In Clinical and Engineering Research on Neurorehabilitation, 437-441. Heidelberg: Springer Berlin Heidelberg, 2013. Publicado • 10.1007/978-3-642-34546-3_71 Hugo Silva; Ana Alves; André Lourenço; Ana Fred; Inês Montalvão; Leonel Alegre. "Towards the detection of deception in interactive multimedia environments". In Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data, 65-76. Heidelberg: Springer Berlin Heidelberg, 2013. Publicado • 10.1007/978-3-642-39146-0_7 André Lourenço; Samuel Buló; Carlos Carreiras; Hugo Silva; Ana Fred; Marcelo Pellilo. "Dominant set approach to ECG biometrics". In Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 535-542. Heidelberg: Springer Berlin Heidelberg, 2013. Publicado • 10.1007/978-3-642-41822-8_67 Hugo Gamboa; Hugo Silva; Ana Fred. "Electrophysiological multimodal biometrics". In Multibiometrics Systems: Modern Perspectives to Identity Verification, 0-0. Saarbrücken: LAP Lambert Academic Publishing, 2012. Publicado Andreas Holzinger; Christof Stocker; Manuel Bruschi; Andreas Auinger; Hugo Silva; Hugo Gamboa; Ana Fred. "On applying approximate entropy to ECG signals for knowledge discovery on the example of big sensor data". In Active Media Technology, ser. Lecture Notes in Computer Science, 646-657. Heidelberg: Springer Berlin Heidelberg, 2012. Publicado • 10.1007/978-3-642-35236-2_64 Margarida Lucas; Carla Simões; Daniel Gonçalves; Tiago Guerreiro; Hugo Silva; Fernanda Botelho. "TROCAS: Communication skills development in chil- dren with autism spectrum disorders via ICT". In Human-Computer Interaction, ser. Lecture Notes in Computer Science, 644-647. Heidelberg: Springer Berlin Heidelberg, 2011. Publicado • 10.1007/978-3-642-23768-3_103 Hugo Silva; Susana Palma; Hugo Gamboa. "AAL+: Continuous institutional and home care through wireless biosignal monitoring systems". In Handbook of Digital Homecare, ser. Communications in Medical and Care Compunetics, 115-142. Heidelberg: Springer Berlin Heidelberg, 2011. Publicado Hugo Silva; André Lourenço; Ana Fred; Joaquim Filipe. "Clinical data privacy and customization via biometrics based on ECG signals". In Information Quality in e-Health, ser. Lecture Notes in Computer Science, 121-132. Heidelberg: Springer Berlin Heidelberg, 2011. Publicado • 10.1007/978-3-642-25364-5_12 Hugo Silva; Ana Fred. "Feature Subspace Ensembles: A Parallel Classifier Combination Scheme using Feature Selection",". In Multiple Classifier Systems, 261-270. n.a., República Checa: Springer Berlin / Heidelberg, 2007. Publicado • 10.1007/978-3-540-72523-7_27 Hugo Silva; Hugo Gamboa; Ana Fred. "One Lead ECG Based Human Identification with Feature Subspace Ensembles". In Machine Learning and Data Mining in Pattern Recognition, 770-783. n.a., Alemanha: Springer Berlin / Heidelberg, 2007. Publicado • 10.1007/978-3-540-73499-4_58
Edição de livro	Andreas Holzinger; Hugo Plácido da Silva; Jean Vanderdonckt; Larry Constantine. Computer-Human Interaction Research and Applications. Springer. 2023. Publicado • Editor Hugo Plácido da Silva; Pietro Cipresso. Computer-Human Interaction Research and Applications - Part I. Springer. 2023. Publicado • Editor Hugo Plácido da Silva; Pietro Cipresso. Computer-Human Interaction Research and Applications - Part II. Springer. 2023. Publicado • Editor Andreas Holzinger; Hugo Plácido da Silva; Markus Helfert; Larry Constantine. Computer-Human Interaction Research and Applications. Springer. 2022. Publicado • Editor Computer-Human Interaction Research and Applications. Springer International Publishing. 2021. Publicado • 10.1007/978-3-030-67108-2 • Editor Andreas Holzinger; Alan Pope; Hugo Plácido da Silva. Physiological Computing Systems. Cham, Suiça: Springer. 2019. Publicado • Editor Computer-Human Interaction Research and Applications. Springer International Publishing. 2019. Publicado • Editor Hugo Silva; Andreas Holzinger; Stephen Fairclough; Dennis Majoe. Physiological Computing Systems. Heidelberg, Alemanha: Springer Berlin Heidelberg. 2014. Publicado • Editor
Livro	Ricardo Machado; João Sequeira; Hugo Plácido da Silva; Joaquim Belo Filipe. European Projects in Knowledge Applications and Intelligent Systems. SciTePress. 2018. Publicado
Poster em conferência	Pedro Costa; Miguel Rocha; Ricardo Batista; Hugo Plácido da Silva. "GripIT: A mobile isometric handgrip test for evaluation of autonomic cardiovascular reflexes in non-clinical applications". Trabalho apresentado em IEEE Engineering in Medicine and Biology Society Annual Int’l Conf. (EMBC), 2019.
Resumo em conferência	Ana Sofia Carmo; Abreu, Mariana; Hugo Plácido da Silva; Ana Luísa Nobre Fred. "EpiBOX: Uma nova abordagem para aquisições de longa duração com deteção automática de crises em epilepsia". Trabalho apresentado em Encontro Nacional de Epileptologia (ENE), 2021. Publicado Cátia Tavares; Fátima Domingues; Nélia Alberto; António Ramos; Eduardo Rocon; Paulo André; Hugo Plácido da Silva; Paulo Antunes. "Bioinspired optical fiber sensor for simultaneous shear and vertical forces monitoring". Trabalho apresentado em SPIE Optics + Optoelectronics, Prague, 2019. Publicado • 10.1117/12.2522330 Francisco Sargo; Ana Fred; Carla Bentes; Hugo Plácido da Silva. "Analysis of Electrocardiographic Patterns for Epileptic Seizure Prediction". Trabalho apresentado em IEEE Portuguese Meeting on Bioengineering (ENBENG), Lisbon, 2019. Aceite para publicação Joana Pinto; Ana Fred; Hugo Plácido da Silva. "Exploring Physiological Multimodality for Emotional Recognition Through Virtual Reality Elicitation". Trabalho apresentado em IEEE Portuguese Meeting on Bioengineering (ENBENG), 2019. Aceite para publicação Hugo Plácido da Silva. "Recent advances in pervasive electrocardiography (ECG)". Trabalho apresentado em Semana da Inovac¸a~o ULisboa, 2017. 10.1109/artcom.2010.32 Ana Fred; Hugo Plácido da Silva. "On and off the person ECG data sensing and processing technology". Trabalho apresentado em UTAustin \| Portugal Workshop on Modeling and Simulations of Cardiovascular Diseases and Cancer, 2017. Publicado Hugo Silva; Hugo Plácido da Silva. "The Biosignal C.A.O.S.: Reflections on the usability of physiological sensing for human-computer interaction practitioners and researchers". Trabalho apresentado em Int’l Conf. on Neurorehabilitation (ICNR), Segovia, 2016. Publicado • 10.1007/978-3-319-46669-9_132 Joana Rosa; Hugo Silva; Ricardo Matias. "A web-based framework using a model-view-controller architecture for human motion analysis". Trabalho apresentado em IEEE Portuguese Meeting on Bioengineering (ENBENG), Lisboa, 2015. Publicado Ricardo Matias; Joana Rosa; Hugo Silva; Ana Fred; António Veloso. "An open-source web-based framework for movement impairment classification". Trabalho apresentado em Int’l Symp. on Computer Methods in Biomechanics and Biomedical Engineering, Amesterdão, 2014. Publicado Joana Sousa; Hugo Silva; Nuno Santos; Paulo Aires. "Smart wearable sensors for biomedical data monitoring in the treatment of depression". Trabalho apresentado em Int’l eHealth, Telemedicine and Health ICT Forum, Luxemburgo, 2012. Publicado Hugo Silva; Pepijn van de Ven; Eric Tousset; Mário Henriques; Mark Hoogendoorn. "User-friendly ICT tools to enhance self-management and effective treatment of depression in the EU". Trabalho apresentado em Int’l eHealth, Telemedicine and Health ICT Forum, Luxemburgo, 2012. Publicado
Tese / Dissertação	"Physiological computing: New methods and biometric applications". Doutoramento, Universidade de Lisboa Instituto Superior Técnico, 2015. Hugo Plácido da Silva. "Feature selection in pattern recognition systems". Mestrado, Universidade de Lisboa Instituto Superior Técnico, 2007.

Propriedade Intelectual

Licenciamento

2018. "Device and method for continuous biometric recognition based on electrocardiographic signals". Portugal.
Atribuída

Patente

Diogo Alves; Hugo Plácido da Silva; João Monteiro; Micael Alves. 2023. "Dispositivo para Deteção e Previsão de Sintomas de Esgotamento". Portugal.
Permitida
Hugo Plácido da Silva; André Lourenço; Ana Fred. 2021. "Device and method for continuous biometric recognition based on electrocardiographic signals". Canadá.
Concedida/Emitida
Hugo Plácido da Silva; André Lourenço; Ana Fred. 2017. "Device and method for continuous biometric recognition based on electrocardiographic signals". Japão.
Concedida/Emitida
Hugo Plácido da Silva; André Lourenço; Ana Fred. 2017. "Device and method for continuous biometric recognition based on electrocardiographic signals". Estados Unidos.
Concedida/Emitida
Hugo Plácido da Silva; André Lourenço; Ana Fred. 2014. "Device and method for continuous biometric recognition based on electrocardiographic signals".
Pendente
Hugo Plácido da Silva; André Lourenço; Ana Fred. 2013. "Device and method for continuous biometric recognition based on electrocardiographic signals". Portugal.
Pendente
Hugo Silva; André Lourenço; Ana Fred. 2013. "Dispositivo e método para reconhecimento biométrico contínuo com base em sinais electrocardiogáficos". Portugal.
Concedida/Emitida
Hugo Silva; Ana Fred. 2012. "Dispositivo e Método para Medição do Tempo de Propagação da Resposta Electrodérmica". Portugal.
Concedida/Emitida

Outros

Outra produção

BITalino: DiY Body Signals. Produto. 2013. Hugo Silva. http://www.bitalino.com.
Vitalidi: Your Heart (h)as a Key!. Produto. 2011. Hugo Silva; André Lourenço; Ana Fred. http://www.vitalidi.com.
myTROC@S: Multimedia Platform for Development of the Communicative Competence in Autistic Children. Produto. 2011. Margarida Lucas; Hugo Silva.
Blood Vessels Pricking Aiding Electronic Device. Produto. 2009. António Matias; Hugo Gamboa; Filipe Silva; Hugo Silva.

Atividades

Apresentação oral de trabalho

	Título da apresentação	Nome do evento Anfitrião (Local do evento)
2023/11	AI and machine learning to teach physiology	Portuguese Physiological Society Learning and Teaching Physiology Seminar (Porto, Portugal)
2023/11	Machine learning in biomedicine and biotechnology	IEEE Portugal Engineering in Dicussion Webinar Series (Portugal)
2023/11	A planet with future: The influence of science	Semana da Ciência e Tecnologia, Instituto Politécnico de Setúbal (Setúbal, Portugal)
2023/11	Engineering in medicine and biology: A thriller combination	IEEE Day - Instituto Superior Técnico (Lisbon, Portugal)
2023/11	ScientIST: experiments in the field of biomedical engineering based on mobile devices, cloud services and internet of things	6th ObservIST Meetup (Lisbon, Portugal)
2023/10	Artificial intelligence in health	National Clinical Physiology Congress (Castelo Branco, Portugal)
2023/06	Tech transfer in biomedical engineering	Faculdade de Ciência e Tecnologia - Universidade Nova de Lisboa (Costa da Caparica, Portugal)
2023/05	Beyond wearables for health and wellbeing	ENLIGHT Symposium (Bergen, Noruega)
2023/05	Biosignals in human-computer interaction	Escola Superior de Tecnologia - Instituto Politécnico de Setúbal (Setúbal, Portugal)
2023/04	Smartphones as mHealth platforms for remote monitoring	ISCTE-IUL (Lisbon, Portugal)
2023/04	ScientIST: mobile devices and IoT in biomedical engineering	IST Contigo+ Programme \| 4th Session Instituto Superior Técnico (Lisbon, Portugal)
2023/04	Invisibles: A leap forward in lifelong health monitoring	Instituto Superior de Engenharia de Lisboa - Instituto Politéc- nico de Lisboa (Lisbon, Portugal)
2023/02	Interaction and visualization: A biomedical engineering perspective	Int'l Joint Conf. on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) (Lisbon, Portugal)
2023/02	Invisibles: A new frontier in biomedical sensing	Workshop: Biomedical Devices and System Instituto de Nanoestruturas, Nanomodelação e Nanofabricação (i3N) (Aveiro, Portugal)
2023/01	Human-centred healthcare innovations of practical utility	Networking Event Lab Aberto Fab Lab (Portugal)
2022/12	Invisibles: A new frontier in biomedical sensing	Escola Superior de Tecnologia - Instituto Politécnico de Setúbal (Portugal)
2022/11	New technologies for hyperscanning beyond the lab	Coffee & Company IEEE-IST Student Branch
2022/10	Invisibles: A leap forward in pervasive health monitoring	FIC.A Int’l Science Festival (Oeiras, Portugal)
2022/09	Biosignals: The gate to deep sensing in the metaverse	Int'l Innovation Conference of the Metaverse (IICM) (Shanghai, China)
2022/09	Lean innovation	ETERNITY European Training Network Workshop (Lisbon, Portugal)
2022/05	20 years of having fun!	Instituto Superior de En- genharia de Lisboa - Instituto Politécnico de Lisboa (Lisbon, Portugal)
2022/05	An idea down the drain	Universidade de Aveiro (Aveiro, Portugal)
2022/05	Invisibles: A new frontier in biomedical sensing	IEEE University of Porto Student Branch (Porto, Portugal)
2022/04	Biomedical sensors as invisible doctors	Instituto Superior de Engenharia de Lisboa - Instituto Politécnico de Lisboa (Portugal)
2022/04	Modern approaches to health and wellbeing monitoring in free-living	Faculdade de Medicina - Universidade do Porto (Porto, Portugal)
2022/03	PLUX - leading biosignals innovation	JUNITEC - Júnior Empresas do Instituto Superior Técnico (Lisbon, Portugal)
2022/02	BITalino: from a paper towel to the world	Inspirational Talks Universidade Nova de Lisboa (Lisbon, Portugal)
2022	Remote sensing for biometrics and health: A novel opportunity for unmanned systems	NATO Advanced Training Course (ATC) on Monitoring and Protection of Critical Infrastructure by Unmanned Systems (Chisinau, Moldova)
2022	Invisibles for electrocardiography (ECG)	"Arruda tem Valor" Knowledge, Economics, and Entrepreneurship Symposium (Arruda dos Vinhos, Portugal)
2021	Mental and emotional health research beyond the lab	IEEE Int’l Symp. on Computer-Based Medical Systems (Portugal)
2021	Labs at home: A best practice example of education 4.0	IST DEEC Day (Portugal)
2021	New technologies for hyperscanning beyond the lab	Int’l Conf. on Digital Economy (ICDEc) (Estónia)
2021	Invisibles: A new frontier in biomedical sensing	EAI Int'l Conference on Smart Objects and Technologies for Social Good (GOODTECHS) (Portugal)
2021	Biomechanical evaluation and new technologies	Twelve Topics in Rheumatology (Portugal)
2021	Invisibles: The future of biomedical sensors	FIC.A Int’l Science Festival (Oeiras, Portugal)
2021	Affective computing	Int’l Investment Technology Developer Conference (IITDC) (Shanghai, China)
2021	BITalino: biosignals for everyone, everywhere	Information Management School - Universidade Nova de Lisboa (Portugal)
2021	An idea down the drain	"Under a Biomedical Eye" by Núcleo de Engenharia Biomédica do IST (Portugal)
2021	Invisible healthcare	Pint of Science Festival (Portugal)
2020/11	"i" for innovation	"DEBATES COVID", Pavilhão do Conhecimento / Ciência Viva (Lisbon, Portugal)
2020/10	Vitalidi: From research to market	MTiH Lisbon Workshop EIT Health (Lisbon, Portugal)
2020/10	Invisibles: A new frontier in biomedical sensing	Annual Congress of the Brazilian Physiological Society (Webinar (due to COVID-19), Brasil)
2020/10	Automated COVID-19 symptomatology remote monitoring system	Centro Cardiovascular da Universidade de Lisboa (Lisbon, Portugal)
2020/09	From a paper towel to the world	Patient Innovation Bootcamp EIT Health (Webinar (due to COVID- 19), Portugal)
2020/09	Wearable tech in the medical environment - a new lifesaver?	Wear It Live (Webinar (due to COVID- 19), Alemanha)
2019/12	From individual to group-level emotion recognition	AWESOME Project Workshop Faculdade de Cie^ncias - Universidade de Lisboa (Lisbon, Portugal)
2019/12	BITalino: the SmartHeart case study	Escola Superior de Tecnologia - Instituto Polite´cnico de Setu´bal (Setúbal, Portugal)
2019/12	Technical considerations on the HeartMate III	IEEE EMBS IST MedNetworking Instituto Superior Te´cnico - Universidade de Lisboa (Lisbon, Portugal)
2019/11	Sensors to transform medical diagnosis	Festival COGITO (Oeiras, Portugal)
2019/10	The age of the anti-wearables	Int’l Conf. of the Portuguese Physiology Society (Physioma) (Lisbon, Portugal)
2019/06	The age of the anti-wearables	MILL - Makers in Little Lisbon (Lisboa, Portugal)
2019/05	Going from user needs to world-class products	Instituto Polite´cnico de Setu´bal (Setúbal, Portugal)
2019/02	BITalino: What's next?	IEEE Portuguese Meeting on Bioengineering (ENBENG) IEEE EMBS Portuguese Chapter (Lisbon, Portugal)
2019	Fundamentals of biomedical signal acquisition and processing	Universal Communication Research Institute, National Institute of Information and Communications Technology (Kyoto, Japão)
2019	Fundamentals of biomedical signal acquisition and processing	National Institute of Advanced Industrial Science and Technology (AIST) (Tokyo, Japão)
2019	Fundamentals of biomedical signal acquisition and processing	Saitama University (Saitama, Japão)
2019	New concepts and solutions for ageing well at home, in the community and at work	COST Action CA16226 SHELD-ON Tallinn University (Tallinn, Estónia)
2019	The art of biosignals	Wear It Innovation Summit (Berlin, Alemanha)
2019	From individual to group-level emotion recognition	AWESOME Project Workshop Universidade de Lisboa, Faculdade de Ciências (Lisbon, Portugal)
2019	Biosignals for interaction design	Singidurum University (Belgrade, Sérvia)
2019	Development and evaluation of an open-source Python toolbox for heart rate variability (HRV)	Int’l Conf. on Electrical, Electronic and Computing Engineering (IcETRAN) (Srebrno Jezero, Sérvia)
2018/10	Electrocardiography (ECG) in an IoT world	Universidade de Aveiro (Aveiro, Portugal)
2018/05	Low cost tools for research in biomechanics	Escola Superior de Desporto de Rio Maior (ESDRM) (Rio Maior, Portugal)
2018/03	CubiKG: DiY heart and activity tracking device	Portugal eHealth Summit (Lisbon, Portugal)
2018	Wearable systems for capturing emotion regulation	AffecTech European Training Network Workshop Faculdade de Ciências e Tecnologia - Universidade Nova de Lisboa (Almada, Portugal)
2018	Get ready to rumble with the R-IoT	IRCAM Forum Workshops Institut de Recherche et Coordination Acous- tique/Musique (IRCAM) (França)
2018	Getting started with BITalino (r)evolution	University of the Basque Country University of the Basque Country
2018	Fundamentals of biomedical signal acquisition and processing	TechReh Training Workshops University of Sannio (Itália)
2018	Making noise with biosignals	World Usability Day 2018 Tallinn University of Tallinn (Estónia)
2017	Taking an open hardware toolkit to market	Politecnico di Milano - Department of Design Politecnico di Milano - Department of Design (Itália)
2017	Biosignals in interaction design	Politecnico di Milano - Department of Design Politecnico di Milano - Department of Design (Itália)
2017	BITalino (r)evolution in medicine and rehabilitation education	Universite´ Pierre et Marie Curie - Institut des Syste´mes Intelligents et de Robotique Universite´ Pierre et Marie Curie - Institut des Syste´mes Intelligents et de Robotique (França)
2016	Biosignals in interaction design	(Lisboa, Portugal)
2016	BITalino... a biosignals (r)evolution	Genuino Day Microsoft (Lisboa, Portugal)
2016	BITalino: Welcome to the biosignals (r)evolution	Hack for Good Gulbenkian Fundação Calouste Gulbenkian (Lisboa, Portugal)
2016	Getting started with BITalino (r)evolution	Microsoft (Lisboa, Portugal)
2016	Signal acquisition and instrumentation in bioengineering	(Lisboa, Portugal)
2016	Technological entrepreneurship	(Lisboa, Portugal)
2016	Biosignals in interaction design	SmartGeometry sg2016 Workshop (Gothenburg, Suécia)
2016	Biosignals in interaction design	(Milano, Itália)
2016	Rapid prototyping of biomedical applications	E5. Biomedical Devices and Technologies Course Module MIT Portugal (Lisboa, Portugal)
2016	A primer on physiological data acquisition and processing	Board of European Students of Technology (BEST) (Aveiro, Portugal)
2015	BITalino: From a paper towel to the world	IEEE-IST Branch 25th Anniversary IEEE (Oeiras, Portugal)
2015	Measurement of physiological parameters and prototyping	(Rio Maior, Portugal)
2015	Rapid prototyping of biomedical applications	E5. Biomedical Devices and Technologies Course Module MIT Portugal (Lisboa, Portugal)
2015	Workshop on physiological computing	Sònar+D Music Hack Days (Barcelona, Espanha)
2014	BITalino: DiY body signals	SAPO CodeBits Portugal Telecom (Lisboa, Portugal)
2014	Workshop BITalino: DiY body signals	(Porto, Portugal)
2014	BITalino: DiY body signals	Arduino Day (Lisboa, Portugal)
2014	Getting started with BITalino	InnMain.eu Network Meeting (Oeiras, Portugal)
2013	Electromyography: Principles, methods, and applications	(Setúbal, Portugal)
2013	Introduction to biopotentials	(Lisboa, Portugal)
2013	Medical devices + computer interaction: To infinity and beyond	(San Sebastián, Espanha)
2013	Physiological computer interaction	(San Sebastián, Espanha)
2010	Feature selection in pattern recognition systems	(Setúbal, Portugal)
2009	Medical Devices	Seminário sobre Dispositivos Médicos Escola Superior de Tecnologia de Setúbal (Setúbal, Portugal)
2009	Médical Devices	Seminário sobre Dispositivos Médicos Escola Superior de Tecnologia da Saúde de Lisboa (Lisboa, Portugal)
2009	Medical Devices	Seminário sobre Dispositivos Médicos Escola Superior de Estudos Industriais e de Gestão (Vila do Conde, Portugal)
2009	Seminar on biomedical systems and devices	(Setúbal, Portugal)
2009	Feature selection in pattern recognition systems	(Setúbal, Portugal)
2008	Medical Devices	Seminário sobre Dispositivos Médicos Escola Superior de Tecnologia de Setúbal (Setúbal, Portugal)

Orientação

	Título / Tema Papel desempenhado	Curso (Tipo) Instituição / Organização
2023 - 2023	ExoSensing: Exoskeleton comfort evaluation through smart sensing Coorientador	Electronics Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023 - 2023	Certification of physiotherapy software as a medical device: A European regulatory analysis and case study on the Clynx platform Coorientador	Biomedical Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023 - 2023	Frailty prevention through pulmonary function assessment Coorientador	Biomedical Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023 - 2023	Towards musculoskeletal rehabilitation based on body tracking from 2D video feeds Coorientador	Biomedical Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023 - 2023	Automatic identity recognition based on "invisible" biomedical devices Coorientador	Biomedical Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023 - 2023	Enhancing telerehabilitation in the context of chronic obstructive pulmonary disease: A cardiorespiratory biofeedback approach Coorientador	Biomedical Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023 - 2023	Effectiveness of circadian lighting in the workplace Coorientador	Biomedical Engineering (Licenciatura/Bacharelato) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023 - 2023	Emotion analysis using facial expression recognition Coorientador	Biomedical Engineering (Licenciatura/Bacharelato) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023 - 2023	Movie emotional content analysis Coorientador	Biomedical Engineering (Licenciatura/Bacharelato) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023 - 2023	Health monitoring and cardiovascular pathology detection in office workers Coorientador	Biomedical Engineering (Licenciatura/Bacharelato) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023 - 2023	Myoelectric control of bionic limbs Orientador	Biomedical Engineering (Licenciatura/Bacharelato) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023 - 2023	Thoracolumbar intervertebral disk herniation prevention in dachshunds based on electromyography Coorientador	Biomedical Engineering (Licenciatura/Bacharelato) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023 - 2023	Frailty prevention through respiratory capacity assessment Orientador	Biomedical Engineering (Licenciatura/Bacharelato) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023 - 2023	Shoe-based wearable device for motion data acquisition in epileptic patients Orientador	Biomedical Engineering (Licenciatura/Bacharelato) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023 - 2023	Mobile app for respiratory assessment Orientador	Biomedical Engineering (Licenciatura/Bacharelato) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023 - 2023	Student engagement: Identifying key features from physiological signals Coorientador	Biomedical Engineering (Licenciatura/Bacharelato) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023 - 2023	A novel human-machine interface for surgical flow disruption prevention Coorientador	Biomedical Engineering (Licenciatura/Bacharelato) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023 - 2023	Enhancing seizure detection in epilepsy: Feature extraction for pervasive monitoring at home Coorientador	Biomedical Engineering (Licenciatura/Bacharelato) Universidade de Lisboa Instituto Superior Técnico, Portugal
2022 - 2023	Augmented reality display with hands-free control for surgical procedure enhancement: An electromyographic-based approach Coorientador	Biomedical Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2018 - 2023	Designing tools for exploring non-verbal expression and collaborative interaction design Coorientador	Biomedical Engineering (Doutoramento) Universidade Nova de Lisboa, Portugal
2017 - 2023	Novel approaches to pervasive and remote sensing in cardiovascular disease assessment Coorientador	Biomedical Engineering (Doutoramento) Universidade Nova de Lisboa, Portugal
2022 - 2022	New methods and applications for invisible electrocardiography (ECG) Coorientador	Bioengineering (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2022 - 2022	Deep residual learning for epileptic seizure prediction and tools to expedite biosignal research Coorientador	Computer Science and Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2022 - 2022	Upper limb exoskeleton with gravity compensation: A case study on paediatric humeral osteomyelitis Coorientador	Biomedical Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2022 - 2022	Novel wearable sock for multimodal peripheral biosignal acquisition: Towards unobtrusive seizure monitoring in epilepsy Coorientador	Biomedical Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2022 - 2022	Development of an alert device to prevent falls from hospital beds Coorientador	Biomedical Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2022 - 2022	Smart undergarment for firefighter monitoring under dynamic conditions Coorientador	Biomedical Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2022 - 2022	Denoising and artifact removal of ambulatory electrocardiogram for patient continuous-monitoring Coorientador	Bioengineering and Nanosystems (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2022 - 2022	A novel system for cardiovascular screening based on simultaneous phonocardiography and electrocardiography during auscultation Coorientador	Biomedical Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2022 - 2022	Electrocardiogram restoration for wearable devices using deep neural networks Coorientador	Bioengineering and Nanosystems (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2022 - 2022	A novel smart chair system for optimisation of workplace conditions in office workers Coorientador	Biomedical Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2022 - 2022	Facial emotion recognition for mental well-being assessment in the workplace Coorientador	Biomedical Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2022 - 2022	Mobile application for the observation of patients with psychiatric pathologies Coorientador	Biomedical Engineering (Licenciatura/Bacharelato) Universidade de Lisboa Instituto Superior Técnico, Portugal
2022 - 2022	Sentiment analysis in text using machine learning algorithms Coorientador	Biomedical Engineering (Licenciatura/Bacharelato) Universidade de Lisboa Instituto Superior Técnico, Portugal
2022 - 2022	Integrated electrocardiography system for a 3D printed stethoscope Coorientador	Biomedical Engineering (Licenciatura/Bacharelato) Universidade de Lisboa Instituto Superior Técnico, Portugal
2022 - 2022	Towards opportunistic electrocardiography (ECG) sensing in mobile devices Coorientador	Biomedical Engineering (Licenciatura/Bacharelato) Universidade de Lisboa Instituto Superior Técnico, Portugal
2019 - 2022	Fiber optic sensors for e-health architectures Coorientador	Universidade de Aveiro, Portugal
2020/03 - 2021/01	Automatic remote surveillance system of vital symptoms for COVID-19 Coorientador	Ciências de Engenharia - Engenharia Biomédica (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2020/03 - 2021/01	EpiBOX: A novel approach to long-term data acquisition with automatic seizure detection in epilepsy Coorientador	Ciências de Engenharia - Engenharia Biomédica (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2020/03 - 2021/01	Didactic experiments package using a multisensor data acquisition board Coorientador	Engenharia Física (Mestrado) Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2021 - 2021	Didactic experiments package using a multisensor data acquisition board Coorientador	Physics Engineering (Mestrado) Universidade Nova de Lisboa, Portugal
2021 - 2021	Renewal of the electronic hiring platform NextVision Coorientador	Software Engineering (Mestrado) Instituto Politécnico de Setúbal, Portugal
2021 - 2021	KBIT: mHealth framework Orientador	Software Engineering Instituto Politécnico de Setúbal, Portugal
2021 - 2021	Real world group emotional analytics using electrodermal activity signals Coorientador	Biomedical Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2021 - 2021	An artificial intelligence approach for atrial fibrillation detection in single-lead invisible ECG Coorientador	Biomedical Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2021 - 2021	Beyond the prototype: Exploitation strategies for proof of concept biomedical devices Coorientador	Biomedical Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2021 - 2021	System on chip (SoC) for invisible electrocardiography (ECG) biometrics Coorientador	Electrical and Computer Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2021 - 2021	LAMPSY - A novel epilepsy video monitoring and seizure detection device Coorientador	Biomedical Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2021 - 2021	A neuroorganoleptics approach to consumer acceptance analysis of food products based on peripheral psychophysiological signals Coorientador	Biomedical Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2020 - 2021	Development and testing of an adjustable brain-computer interaction device Coorientador	Biomedical Technology (Licenciatura/Bacharelato) Instituto Politécnico de Setúbal, Portugal
2020/03 - 2020/12	Hardware and software platform for postural analysis Coorientador	Biomedical Technologies (Licenciatura/Bacharelato) Instituto Politécnico de Setúbal Escola Superior de Tecnologia de Setúbal, Portugal
2020/03 - 2020/12	Application of machine and deep learning techniques for cardiovascular risk assessment based on biomedical sensors Coorientador	Biomedical Technologies (Licenciatura/Bacharelato) Instituto Politécnico de Setúbal Escola Superior de Tecnologia de Setúbal, Portugal
2020/03 - 2020/11	Evaluation of electrocardiography and electrodermal activity with biomedical sensors integrated in an office chair Coorientador	Biomedical Technologies (Licenciatura/Bacharelato) Instituto Politécnico de Setúbal Escola Superior de Tecnologia de Setúbal, Portugal
2019 - 2019	Electrodermal activity sensor (EDA) with adaptive gain control Coorientador	Electrical and Computer Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2019 - 2019	Development and testing of algorithms for real-time feature extraction from biosignals in embedded systems Orientador	Biomedical Technologies (Licenciatura/Bacharelato) Instituto Politécnico de Setúbal Escola Superior de Tecnologia de Setúbal, Portugal
2019 - 2019	Development of an application for handheld dynamometry Orientador	Computer Science (Licenciatura/Bacharelato) Instituto Politécnico de Setúbal Escola Superior de Tecnologia de Setúbal, Portugal
2019 - 2019	Introduction to biosignal acquisition, storage, visualization and processing Orientador	Biomedical Technologies (Iniciação científica) Instituto Politécnico de Setúbal Escola Superior de Tecnologia de Setúbal, Portugal
2019 - 2019	Evaluation of biomedical instrumentation and validation of non-conventional materials for electrodermal activity measurement Orientador	Biomedical Engineering (Iniciação científica) Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2019 - 2019	Development of an application for 3D printing of ECG waveforms collected with the BITalino platform Orientador	Biomedical Engineering (Iniciação científica) Universidade do Porto Faculdade de Engenharia, Portugal
2019 - 2019	Development of an electromyography (EMG) sonification device for botulinum toxin injection guidance in spasmodic dysphonia Orientador	Biomedical Technologies (Iniciação científica) Instituto Politécnico de Setúbal Escola Superior de Tecnologia de Setúbal, Portugal
2018 - 2018	Wireless system for monitoring and alerting vital signs in small animals Coorientador	Biomedical Engineering (Licenciatura/Bacharelato) Universidade de Trás-os-Montes e Alto Douro, Portugal
2018 - 2018	Design and testing of an enclosure for the integration of electrocardiography (ECG) in a 3M Littmann 3200 digital stethoscope Coorientador	Biomedical Technologies (Licenciatura/Bacharelato) Instituto Politécnico de Setúbal Escola Superior de Tecnologia de Setúbal, Portugal
2018 - 2018	Open source bionic hand controller Coorientador	Biomedical Engineering (Licenciatura/Bacharelato) Instituto Politécnico de Coimbra Instituto Superior de Engenharia de Coimbra, Portugal
2018 - 2018	Maintenance of mobile applications at Tekever Coorientador	Computer Science (Licenciatura/Bacharelato) Instituto Politécnico de Setúbal Escola Superior de Tecnologia de Setúbal, Portugal
2018 - 2018	Development of a project control software for OGMA - Indústria Aeronáutica de Portugal, S.A. Coorientador	Computer Science (Mestrado) Instituto Politécnico de Setúbal Escola Superior de Tecnologia de Setúbal, Portugal
2018 - 2018	Towards an integrated electrocardiography system for digital stethoscopes Coorientador	Biomedical Engineering (Mestrado) Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2018 - 2018	Comparison of the mobile ECG device BITalino with an established laboratory ECG system Coorientador	Technische Universität Berlin, Alemanha
2018 - 2018	Long term real-time pervasive monitoring system for non-hospitalized patients Coorientador	Biomedical Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2018 - 2018	Towards continuous user authentication by exploring physiological multimodality: ECG and BVP Coorientador	Biomedical Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2018 - 2018	Dynamic analysis of swimmers during training: An inertial measurement unit (IMU) approach Coorientador	Electrical and Computer Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2018 - 2018	Acquisition and validation of biomedical signals using low cost equipment Coorientador	Rehabilitation Engineering (Mestrado) Universidade de Trás-os-Montes e Alto Douro, Portugal
2017 - 2017	Real time habitat monitor for animal models Coorientador	Biomedical Engineering (Licenciatura/Bacharelato) Instituto Politécnico de Coimbra Instituto Superior de Engenharia de Coimbra, Portugal
2017 - 2017	Mobile application for the control of a robotic hand Coorientador	Computer Science (Licenciatura/Bacharelato) Instituto Politécnico de Setúbal Escola Superior de Tecnologia de Setúbal, Portugal
2017 - 2017	Biosignals proxy for data streaming in broadcasting Orientador	Computer Science (Licenciatura/Bacharelato) Instituto Politécnico de Setúbal Escola Superior de Tecnologia de Setúbal, Portugal
2017 - 2017	Flagify - A Ruby microservice Coorientador	Computer Science (Licenciatura/Bacharelato) Instituto Politécnico de Setúbal Escola Superior de Tecnologia de Setúbal, Portugal
2017 - 2017	Embedded systems in the aid of people with motor disabilities: A surface electromyography-based assistive technology for human-computer interaction Coorientador	Electrical and Computer Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2017 - 2017	Development of didactic physics experiments using a miniaturized wireless acquisition board Coorientador	Physics Engineering (Mestrado) Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2015 - 2015	Sistema de aquisição e análise de sinais na prática de natação Coorientador	Engenharia Electrotécnica e de Computadores (Licenciatura/Bacharelato) Universidade de Lisboa, Portugal
2011 - 2011	Biometric system based on ECG signals collected through dry electrodes Coorientador	Engenharia Electrónica e Telecomunicações e de Computadores (Licenciatura/Bacharelato) Instituto Politécnico de Lisboa, Portugal
2011 - 2011	ECG based biometric system for the Android platform Coorientador	Engenharia Electrónica e Telecomunicações e de Computadores (Licenciatura/Bacharelato) Instituto Politécnico de Lisboa, Portugal
2010 - 2010	Biometric recognition system based on finger ECG signals Coorientador	Engenharia Electrónica e Telecomunicações e de Computadores (Licenciatura/Bacharelato) Instituto Politécnico de Lisboa, Portugal
2010 - 2010	Whole body vibration analysis through accelerometry Coorientador	Engenharia Electrónica e Telecomunicações e de Computadores (Licenciatura/Bacharelato) Instituto Politécnico de Lisboa, Portugal
2010 - 2010	ECG telemonitoring system based on Android OS Coorientador	Engenharia Electrónica e Telecomunicações e de Computadores (Licenciatura/Bacharelato) Instituto Politécnico de Lisboa, Portugal
2007 - 2007	Desenvolvimento, desenho e implementação de projectos de hardware na área dos biosensores Coorientador	Engenharia Electrónica (Licenciatura/Bacharelato) Instituto Politécnico de Setúbal, Portugal

Júri de grau académico

	Tema Tipo de participação	Nome do candidato (Tipo de grau) Instituição / Organização
2023	Diffusion augmentation in latent program spaces as a cognitive model of psychedelic action Arguente principal	Carolina Santos Carvalho Caramelo (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023	Implementation of a data storage and visualization framework for product analysis and algorithm development in the ATENA medical ventilator project Arguente principal	Tiago Tropa Franco (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023	Augmented reality display with hands-free control for surgical procedure enhancement: An electromyographic-based approach Orientador	Margarida Veloso Branco Lopes Ramalho (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023	Comparing traditional monitor and virtual reality stimulation methods for emotion recognition using electroencephalographic signals Arguente principal	Maja Milekic (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023	Photonic solution for elders’ indoor activity monitoring Arguente principal	Matilde Pinto Paula Marques da Rocha (Mestrado) Universidade de Aveiro, Portugal
2023	Optical accelerometer for evaluation of the bone consolidation process Arguente principal	Daniela da Conceição Fernandes Real (Mestrado) Universidade de Aveiro, Portugal
2023	ExoSensing: Exoskeleton comfort evaluation through smart sensing Orientador	Daniel David Proaño Guevara (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023	Certification of physiotherapy software as a medical device: A european regulatory analysis and case study on the Clynx platform Orientador	Irina Esteves Lopes (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023	Frailty prevention through pulmonary function assessment Orientador	Mariana Ferreira Nunes (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023	Towards musculoskeletal rehabilitation based on body tracking from 2D video feeds Orientador	Carolina de Sequeira Couto e Vazão Clemente (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023	Sleepy drivers: Eye-state and drowsiness monitoring using face video Arguente principal	Telma Sofia Caldeira Esteves (Mestrado) Universidade Nova de Lisboa, Portugal
2023	Automatic identity recognition based on "invisible" biomedical devices Orientador	Maria Louro da Silva (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023	Enhancing telerehabilitation in the context of chronic obstructive pulmonary disease: A cardiorespiratory biofeedback approach Orientador	Inês Maria Neves Carvalho (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023	Electromyography measurements for the assessment of the effect of botulinum toxin-a in spasticity of the wrist Arguente principal	Miguel Mafra Baptista (Mestrado) Universidade Nova de Lisboa, Portugal
2023	Bio-Radar: Contactless acquisition system for vital signs Arguente	Carolina Teixeira de Sousa Gouveia (Doutoramento) Universidade de Aveiro, Portugal
2023	Towards enabling human-computer symbiosis through trust Arguente principal	Ighoyota Ben Ajenaghughrure (Doutoramento) Tallinna Ülikool, Estónia
2023	Context-aware algorithms for diabetes or prediabetes prediction and diagnosis support in ambient assisted living Arguente	Virginie dos Santos Felizardo (Doutoramento) Universidade da Beira Interior, Portugal
2023	Novel approaches to pervasive and remote sensing in cardiovascular disease assessment Orientador	Daniel Faustino de Noronha Osório (Doutoramento) Universidade Nova de Lisboa, Portugal
2023	Designing tools for exploring non-verbal expression and collaborative interaction design Orientador	William Ruddock Primett (Doutoramento) Universidade Nova de Lisboa, Portugal
2023	Measurement and analysis of cognitive workload on the basis of eye-tracking activity using machine learning Arguente	Monika Kaczorowska (Doutoramento) Polsko-Japonska Akademia Technik Komputerowych, Polónia
2022	ATHENA I: An architecture for real-time monitoring of physiological signals supported by artificial intelligence Arguente principal	William da Rosa Fröhlich (Mestrado) Universidade do Vale do Rio dos Sinos, Brasil
2022	Towards machine learning and biosignal based framework for ehealth monitoring systems Arguente principal	Eduardo Frango Paulos (Mestrado) Universidade da Beira Interior, Portugal
2022	Development of a device for monitoring the use of upper limb orthosis Arguente principal	Raquel Dias Gonçalves (Mestrado) Universidade Nova de Lisboa, Portugal
2022	Touchless control of augmented reality device Arguente principal	Diana Rodrigues (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2022	Single-wrist electrocardiogram acquisition application in biometrics Arguente principal	Erfan Omidvar (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2022	Deep residual learning for epileptic seizure prediction and tools to expedite biosignal research Orientador	João Miguel Areias Saraiva (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2022	Novel wearable sock for multimodal peripheral biosignal acquisition: Towards unobtrusive seizure monitoring in epilepsy Orientador	Afonso Fortes Raposo Ferreira (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2022	Plants as sensors: First studies and prototype models Arguente principal	Maria Marta Nunes Andrade Lobo dos Santos (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2022	Contribution to a non-conventional approach to peripheral vascular function - study of the physiological impact of massage on the circulation of the lower limb Arguente	Clemente José Gomes da Rocha (Doutoramento) Universidade Lusófona de Humanidades e Tecnologias, Portugal
2021	Automatic remote surveillance system of vital symptoms for COVID-19 Orientador	Afonso Raposo (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2021	KBIT: mHealth framework Orientador	Pedro Costa (Mestrado) Instituto Politécnico de Setúbal Escola Superior de Tecnologia de Setúbal, Portugal
2021	Study of the autonomic nervous system using a low-cost pupilometer Arguente principal	Ana Cavaleiro (Mestrado) Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2021	Internship report at BrainAnswer: Procedures for emotion studies using thermal variations and eye tracking Arguente principal	João Ferreira (Mestrado) Universidade de Aveiro, Portugal
2021	Derivation of respiratory signals from electrocardiogram Arguente principal	João Silva (Mestrado) Instituto Politécnico de Lisboa Instituto Superior de Engenharia de Lisboa, Portugal
2021	Real world group emotional analytics using electrodermal activity signals Orientador	Gonçalo Salvador (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2021	Biometric authentication and identification through electrocardiogram signals Arguente principal	Teresa Pereira (Mestrado) Universidade de Lisboa Faculdade de Ciências, Portugal
2021	Beyond the prototype: Exploitation strategies for proof of concept biomedical devices Orientador	Laura Sousa (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2021	System on chip (SoC) for invisible electrocardiography (ECG) biometrics Orientador	Francisco Melo (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2021	Towards the development of physiological models for emotion and stress assessment Arguente	Pierluigi Reali (Doutoramento) Politecnico di Milano, Itália
2021	O efeito da meditação mindfulness na actividade eletrofisiológica Arguente	José Morais (Doutoramento) Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2021	Towards enabling human-computer symbiosis through trust	Ighoyota Ben (Doutoramento) Tallinna Ülikool, Estónia
2020	Applicability of low-cost electromyographs in ergonomic assessment	Martee Reinvee (Doutoramento) Eesti Maaülikooli, Estónia
2020	Optical fiber spirometer for pulmonary health assessment Arguente principal	Ana Nepomuceno (Mestrado) Universidade de Aveiro, Portugal

Arbitragem científica em conferência

	Nome da conferência	Local da conferência
2020 - Atual	Portuguese Conference on Pattern Recognition (RECPAD)
2018 - Atual	IEEE Portuguese Meeting on Bioengineering (ENBENG)
2017 - Atual	Int'l Conf. on Computer-Human Interaction Re- search and Applications (CHIRA)
2023 - 2024	IEEE Mediterranean Electrotechnical Conference (MELECON)
2023 - 2023	IEEE International Symposium on Computer-Based Medical Systems (CBMS)
2022 - 2023	XIV Symposium on Bioengineering
2021 - 2022	ACM Int'l Conf. on Interactive Media Experiences (IMX)
2020/10/04 - 2021	Computational based Biomarkers for Mental and Emotional Health (CBMEH)
2020 - 2020	International Conference on Pattern Recognition (ICPR)
2018 - 2019	Int'l Conf. on Neurotechnology and Physiological Computing Systems (NeuroPhyCS)
2014 - 2018	Int'l Conf. on Physiological Computing Systems (PhyCS)
2014 - 2014	Int'l Symp. on Pervasive Computing Paradigms for Mental Health (MindCare)

Arbitragem científica em revista

	Nome da revista (ISSN)	Editora
2021 - Atual	SN Computer Science (2661-8907)
2021 - Atual	Sensors (1424-8220)	MDPI
2019 - 2020	Frontiers in Computer Science (2624-9898)	Frontiers Media SA
2016 - 2017	Multimedia Tools and Applications, Special Issue on Multimedia Tools for Physiological Computing.	Springer
2014 - 2015	Transactions on Computer-Human Interaction, Special Issue on Physiological Computing for Human- Computer Interaction	ACM
2014 - 2015	Interacting with Computers, Special Issue on Physiological Computing for Intelligent Adaptation	Oxford Academic - Oxford Journals

Comissão de avaliação

	Descrição da atividade Tipo de assessoria	Instituição / Organização
2022 - Atual	European Innovation Council, Independent expert reviewer	European Innovation Council, Bélgica
2019 - Atual	Horizon 2020, Independent expert reviewer. Avaliador	European Commission, Bélgica
2022 - 2024	Cyprus Research and Innovation Foundation (RIF), Independent expert reviewer Avaliador	Cyprus Research and Innovation Foundation (RIF), Chipre
2022 - 2023	Horizon Europe, Independent expert reviewer	European Commission, Bélgica
2020 - 2021	Portugal 2020, Independent expert reviewer Avaliador	Agência Nacional de Inovação SA, Portugal
2019 - 2019	Portugal Ventures Call for MVP Avaliador	Portugal Ventures, Portugal
2018 - 2018	Portugal 2020, Independent expert reviewer Avaliador	Agência Nacional de Inovação SA, Portugal
2016 - 2016	Portugal 2020, Independent expert reviewer	Agência Nacional de Inovação SA, Portugal
2016 - 2016	Horizon 2020, Independent expert reviewer.	European Commission, Bélgica
2015 - 2015	W. M. Keck Foundation, Independent expert reviewer. Avaliador	W. M. Keck Foundation, Estados Unidos

Curso / Disciplina lecionado

	Disciplina	Curso (Tipo)	Instituição / Organização
2021 - Atual	Principles of Bioinstrumentation	Integrated Master in Biomedical Engeering (Mestrado integrado)	Universidade de Lisboa Instituto Superior Técnico, Portugal
2021 - Atual	Instrumentation and Acquisition of Biosignals	Biomedical Engineering	Universidade de Lisboa Instituto Superior Técnico, Portugal
2017 - Atual	Artificial Intelligence	Artificial Intelligence (Licenciatura)	Instituto Politécnico de Setúbal Escola Superior de Tecnologia de Setúbal, Portugal
2017 - Atual	Telemedicine	Telemedicine (Licenciatura)	Instituto Politécnico de Setúbal Escola Superior de Tecnologia de Setúbal, Portugal
2009/03 - Atual	Complementos de Sistemas	(Outros)	Universidade Lusófona de Humanidades e Tecnologias, Portugal
2009/03 - Atual	Sistemas Operativos	(Outros)	Universidade Lusófona de Humanidades e Tecnologias, Portugal
2020/02 - 2021/07	Signal Acquisition Instrumentation in Bioengineering	Biomedical Engineering (Mestrado integrado)	Universidade de Lisboa Instituto Superior Técnico, Portugal
2020/02 - 2020/07	Machine Learning in Bioengineering	Biomedical Engineering (Mestrado integrado)	Universidade de Lisboa Instituto Superior Técnico, Portugal
2020 - 2020	Biomedical Instrumentation	Medicine (Mestrado integrado)	Universidade Nova de Lisboa Faculdade de Ciências Médicas, Portugal
2019/11/18 - 2019/11/22	Physiological and Affective Computing.	Human-Computer Interaction (Master)	Tallinna Ülikool, Estónia
2019 - 2019	Introduction to biomedical instrumentation and data science	Exercise Prescription and Health Promotion (Mestrado)	Instituto Politécnico de Leiria Escola Superior de Educação e Ciências Sociais, Portugal
2016 - 2018	Forensics Informatics	Forensics Informatics (Curso de Especialização Tecnológica)	Instituto Politécnico de Setúbal Escola Superior de Tecnologia de Setúbal, Portugal

Entrevista (jornal / revista)

	Descrição da atividade	Jornal / Forum
2021/03	The future of electrocardiography can be invisible and is being done at técnico	Instituto Superior Técnico News
2021/03	Is the toilet the best place to make an electrocardiogram? OLI and IT-L believe so!	Expresso
2020	SmartHeart - Smarter cardiac sensing via integrated signal processing	Exame Informática
2018	What 3 Chief Innovation Officers have to say about their role	Innovation Matrix
2018	Pervasive ECG: Integrating body sensors into everyday things	MedGadget
2014	Assemble personal diagnostic tools with this DIY kit	Wired UK
2014	Sensors and sensitivity	TechCrunch
2014	BITalino’s next-gen sensors squeeze the costs of building connected health apps	TechCrunch
2013	BITalino is a low cost, modular bio-signal sensor kit that makes it quicker & easier to build medical devices & health tracker apps	TechCrunch
2013	Hands-on with BITalino, a microcontroller board for quirky and serious projects alike	Engadget.com
2013	Exploring Physiological Sensors with BITalino	MAKE:

Entrevista / Programa (rádio / tv)

	Programa	Tema
2023/06 - 2023/06	Podcast of the Portuguese Communications Enterprise Association	Wearables for healthcare applications
2023/03 - 2023/03	Palavrões da Ciência	How to save lives with smartphones and toilet seats

Membro de associação

	Nome da associação	Tipo de participação
2023 - Atual	European Laboratory for Learning and Intelligent Systems (ELLIS) / Lisbon Unit for Learning and Intelligent Systems (LUMLIS)	Member
2013 - Atual	ACM
2012 - Atual	Ordem dos Engenheiros
2010/03 - Atual	IEEE

Membro de comissão

	Descrição da atividade Tipo de participação	Instituição / Organização
2023 - Atual	Biomedical Engineering College Installation Committee Membro	Ordem dos Engenheiros, Portugal
2022 - Atual	Gender equality model steering Membro	Instituto de Telecomunicações, Portugal
2021 - Atual	Ethical committee Membro	Instituto Politécnico de Setúbal, Portugal
2017 - 2017	Independent expert in the work group on ICT standards for Active and Healthy Ageing Consultor
2017 - 2017	Member of the accreditation jury for the Postgraduate Program on Digital Marketing Technologies Membro	Instituto Politécnico de Setúbal, Portugal

Outro júri / avaliação

	Descrição da atividade	Instituição / Organização
2023 - 2023	Fraunhofer AICOS, Jury of the "Fraunhofer Portugal Challenge"	Associação Fraunhofer Portugal Research, Portugal

Distinções

Prémio

2023	Best Practice Recognition, with "ScientIST: Experiments in the Field of Biomedical Engineering Supported by Mobile Devices, Cloud Services and the Internet of Things (IoT)" Universidade de Lisboa Instituto Superior Técnico, Portugal
2023	IEEE Entrepreneurship Impact Award IEEE, Estados Unidos
2022	Best Paper in Smart Systems and Devices at DoCEIS 2022, with "Novel Graphene Electrode for Electromyography using Wearables based on Smart Textiles" Universidade Nova de Lisboa, Portugal
2022	Best Paper at ACM DIS 2022, with "Designing Interactive Visuals for Dance from Body Maps: Machine Learning and Composite Animation Approaches" Association for Computing Machinery, Estados Unidos
2022	Best Oral Presentation Award at CinC 2022, with "Detection of Heart Sound Murmurs and Clinical Outcome with Bidirectional Long Short-Term Networks" PhysioNet and Computing in Cardiology, Estados Unidos
2021	Best Video at Cool Tools for Science 2021, with "EpiBOX: A Novel Approach to Long-Term Data Acquisition with Automatic Seizure Detection in Epilepsy"
2020	1st place at the "Sports Sciences Awards" in the "Training" Category, with "Low Cost IMU for Training Control and Evaluation in Swimmers" Comité Olímpico de Portugal, Portugal
2018	Career Award alumniIPS Instituto Politécnico de Setúbal, Portugal
2015	1st place at Prémio Inovação Jovem Engenheiro 2014, with "BIT: Biosignal Igniter Toolkit" Ordem dos Engenheiros, Portugal
2014	Most Innovative Product/Technology, with "Off-the-person Electrocardiography" MIT Portugal, Portugal
2013	1st place at InovPortugal, with "Vitalidi" Associação Acredita Portugal, Portugal
2013	Best Startup (1st place) & Best Pitch at the Venture Day Lisbon, with "Vitalidi" IE Business School, Espanha
2013	"Off-the-person Electrocardiography for Biometric Applications" IEEE, Estados Unidos
2011	Engenheiro Jaime Filipe Award, with "myTROC@S: Multimedia Platform for Development of the Communicative Competence in Autistic Children" Instituto da Segurança Social, Portugal
2011	Best Paper at USAB 2011, with "Clinical Data Privacy and Customization via Biometrics Based on ECG Signals" Österreichische Computer Gesellschaft, Áustria
2010	Honorable Mention at Exame Informática's "The Best of Technology in Portugal Awards, with "myTROC@S: Multimedia Platform for Development of the Communicative Competence in Autistic Children" Exame Informática, Portugal

Título

2022	Senior Researcher Grade Instituto de Telecomunicações, Portugal

Outra distinção

2022	Commencement Address. Instituto Politécnico de Setúbal, Portugal
2021	Honourable Mention for Best Presentation, with "ScientISST Notebooks: Design Considerations and Lessons Learned"
2017	Featured Researcher at the Sparks "Beyond the Lab: The DIY Science Revolution" Exhibition Ciência Viva, Portugal
2010	Biggest Innovation Award HiT Barcelona, Portugal
2005	"Caixa Geral de Depósitos" Award Caixa Geral de Depositos, Portugal
2004	Academic merit award (#1 student of the year) Instituto Politécnico de Setúbal, Portugal
2003	Academic merit award (Top 3 student of the year) Instituto Politécnico de Setúbal, Portugal