Identificação pessoal

Nome completo

Luís Filipe Caeiro Margalho Guerra Rosado

Nomes de citação

• Rosado, Luís

Identificadores de autor

Ciência ID

6510-C0BA-7BD2

ORCID iD

0000-0002-8060-831X

Google Scholar ID

7dIAOMEAAAAJ&hl

Scopus Author Id

35604588400

Websites

• https://www.linkedin.com/in/luís-rosado-4543594a/ (Profissional)

Domínios de atuação

• Ciências Exatas - Ciências da Computação e da Informação - Ciências da Informação

	Grau	Classificação
2014 Concluído	Engenharia Biomédica (Doutoramento) Especialização em Machine Learning e Visão Computacional Universidade do Porto Faculdade de Engenharia, Portugal "Computer-aided Detection of Malaria Parasites " (TESE/DISSERTAÇÃO)
2004/09/13 - 2009/10/15 Concluído	Engenharia Biomédica (Mestrado integrado) Universidade de Lisboa Instituto Superior Técnico, Portugal "Automatic System for Diagnosis of Skin Lesions Based on Dermoscopic Images" (TESE/DISSERTAÇÃO)

Ciência

	Categoria Profissional Instituição de acolhimento	Empregador
2011/09/01 - Atual	Investigador Contratado (Investigação)	Associação Fraunhofer Portugal Research, Portugal
	Associação Fraunhofer Portugal Research, Portugal
2011/03/01 - 2011/09/01	Estagiário de Investigação (Investigação)	Associação Fraunhofer Portugal Research, Portugal
	Associação Fraunhofer Portugal Research, Portugal

Outros

	Categoria Profissional Instituição de acolhimento	Empregador
2010/02/15 - 2011/02/15	Estágio Profissional em Visão Computacional	Reverse Engineering - Sistemas De Metrologia E Multimédia, Lda, Portugal
	Reverse Engineering - Sistemas De Metrologia E Multimédia, Lda, Portugal

Projeto

	Designação	Financiadores
2022/12/01 - 2026/10/30	AISym4Med - Synthetic and Scalable Data Platform for Medical Empowered AI 10.3030/101095387 Investigador Associação Fraunhofer Portugal Research, Portugal	European Commission Em curso
2022/01/10 - 2024/12/31	Agenda Microeletrónica Call N.º 01/C05-i01/2021 (NextGenerationEU - PRR), Project ID 19 Investigador Associação Fraunhofer Portugal Research, Portugal	Agência para a Competitividade e Inovação IP Em curso
2022/01/01 - 2023/06/30	NewGenTSFAE - New Generation Test Systems for Future Automotive Electronics POCI-01-0247-FEDER-046990 Investigador	Agência Nacional de Inovação SA Concluído
2021/03/09 - 2023/06/30	SmartColor4Ceramics: Smart Color Replication for Ceramics C30/2020/69890	Agência Nacional de Inovação SA Concluído
2020/02/27 - 2023/06/30	TAMI: Transparent Artificial Medical Intelligence C41/2019/45905	Agência Nacional de Inovação SA Concluído
2019/06/28 - 2022/11/30	EyesOnTraps: Smart Learning Traps for Vineyard Health Monitoring C30/2017/39912	Agência Nacional de Inovação SA Concluído
2018 - 2021	CLARE: Computer-Aided Cervical Cancer Screening PTDC/EMD-EMD/28857/2017	Fundação para a Ciência e a Tecnologia Concluído
2019 - 2020	Derm.AI: Usage of Artificial Intelligence to Power Teledermatological Screening DSAIPA/AI/0031/2018 DOI: 10.54499/DSAIPA/AI/0031/2018 Investigador Associação Fraunhofer Portugal Research, Portugal	Fundação para a Ciência e a Tecnologia Concluído
2016 - 2020	Deus ex Machina (DEM): Symbiotic technology for societal efficiency gains NORTE-01-0145-FEDER-000026	Governo da República Portuguesa Concluído
2018 - 2019	MDevNet: National Network for Knowledge Transfer on Medical Devices POCI-01-0246-FEDER-026792	Governo da República Portuguesa Concluído
2013/06/01 - 2015	SMARTSKINS : A Novel Framework for Supervised Mobile Assessment and Risk Triage of Skin lesions via Non-invasive Screening PTDC/BBB-BMD/3088/2012	Fundação para a Ciência e a Tecnologia Concluído
2013/05/29 - 2015	SAL: Service Assisted Living C16/2012/30377	Agência Nacional de Inovação SA Concluído
2013/01/23 - 2015	ShopView: A Solution for Supermarket Shelf Layout Validation C16/2012/30335 C31/2015/6389	Agência Nacional de Inovação SA Concluído

Publicações

Artigo em conferência	Pedro Madeira; André Carreiro; Alex Gaudio; Luís Rosado; Filipe Soares; Asim Smailagic. "ZEBRA: Explaining rare cases through outlying interpretable concepts". 2023. 10.1109/cvprw59228.2023.00392 Ana C. Morgado; Tomas Souper; Ana Marques; Inês Silva; Luís Rosado. "Reinforcement Learning to Improve Color Adjustments in the Ceramic Industry". 2023. 10.1145/3589883.3589920 Tomas Souper; Ana C. Morgado; Ana Marques; Inês Silva; Luís Rosado. "Improving Color Mixture Predictions in Ceramics using Data-centric Deep Learning". 2023. 10.1145/3589883.3589917 Oliveira, E.; Braga, C.; Sampaio, A.; Oliveira, T.; Soares, F.; Rosado, L.. "Designing XAI-based Computer-aided Diagnostic Systems: Operationalising User Research Methods". 2023. Moreira, D.; Alves, P.; Veiga, F.; Rosado, L.; Vasconcelos, M.J.M.. "Automated mobile image acquisition of macroscopic dermatological lesions". 2021. Rosado, Luís; Oliveira, João; João M. Vasconcelos, Maria; M. Correia da Costa, José; Elias, Dirk; S. Cardoso, Jaime. "µSmartScope: 3D-printed Smartphone Microscope with Motorized Automated Stage". Trabalho apresentado em BIODEVICES 2017, 2017. Publicado • 10.5220/0006155800380048 Rosado, L.; Da Costa, J.M.C.; Elias, D.; Cardoso, J.S.. "Automated Detection of Malaria Parasites on Thick Blood Smears via Mobile Devices". 2016. 10.1016/j.procs.2016.07.024 Rosado, L.; Goncalves, J.; Costa, J.; Ribeiro, D.; Soares, F.. "Supervised learning for Out-of-Stock detection in panoramas of retail shelves". 2016. 10.1109/IST.2016.7738260 Vasconcelos, Maria Joao M.; Rosado, Luis; Ferreira, Marcia. "A new risk assessment methodology for dermoscopic skin lesion images". 2015. 10.1109/MeMeA.2015.7145268 Vasconcelos, M.J.M.; Rosado, L.; Ferreira, M.. "A new color assessment methodology using cluster-based features for skin lesion analysis". 2015. 10.1109/MIPRO.2015.7160298 Rosado, L.; Vasconcelos, M.J.M.. "Automatic segmentation methodology for dermatological images acquired via mobile devices". 2015. Rosado, L.; Vasconcelos, M.J.M.; Ferreira, M.. "Pigmented skin lesion computerized analysis via mobile devices". 2015. 10.1145/2788539.2788553 Rosado, L.; Vasconcelos, M.J.M.; Correia, F.; Costa, N.. "A novel framework for supervised mobile assessment and risk triage of skin lesions". 2015. 10.4108/icst.pervasivehealth.2015.259254 Guimarães, V.; Ribeiro, D.; Rosado, L.; Sousa, I.. "A smartphone-based fall risk assessment tool: Testing Ankle Flexibility, Gait and Voluntary Stepping". 2014. 10.1109/MeMeA.2014.6860087 Guimaraes, V.; Ribeiro, D.; Rosado, L.. "A smartphone-based fall risk assessment tool: Measuring One Leg Standing, Sit to Stand and Falls Efficacy Scale". 2013. 10.1109/HealthCom.2013.6720733 Rosado, L.; Ferreira, M.. "A prototype for a mobile-based system of skin lesion analysis using supervised classification". 2013. 10.1109/ExpAt.2013.6703051
Artigo em revista	Vladyslav Mosiichuk; Ana Sampaio; Paula Viana; Tiago Oliveira; Luís Rosado. "Improving Mobile-Based Cervical Cytology Screening: A Deep Learning Nucleus-Based Approach for Lesion Detection". Applied Sciences (2023): https://doi.org/10.3390/app13179850. 10.3390/app13179850 Albuquerque, T.; Rosado, L.; Cruz, R.; Vasconcelos, M.J.M.; Oliveira, T.; Cardoso, J.S.. "Rethinking low-cost microscopy workflow: Image enhancement using deep based Extended Depth of Field methods". Intelligent Systems with Applications 17 (2023): http://www.scopus.com/inward/record.url?eid=2-s2.0-85146099713&partnerID=MN8TOARS. 10.1016/j.iswa.2022.200170 João Gonçalves; Eduardo Silva; Pedro Faria; Telmo Nogueira; Ana Ferreira; Cristina Carlos; Luís Rosado. "Edge-Compatible Deep Learning Models for Detection of Pest Outbreaks in Viticulture". Agronomy (2022): https://doi.org/10.3390/agronomy12123052. 10.3390/agronomy12123052 Pedro Lopes; Eduardo Silva; Cristiana Braga; Tiago Oliveira; Luís Rosado. "XAI Systems Evaluation: A Review of Human and Computer-Centred Methods". Applied Sciences (2022): https://doi.org/10.3390/app12199423. 10.3390/app12199423 Luís Rosado; Pedro Faria; João Gonçalves; Eduardo Silva; Ana Vasconcelos; Cristiana Braga; João Oliveira; et al. "EyesOnTraps: AI-Powered Mobile-Based Solution for Pest Monitoring in Viticulture". Sustainability (2022): https://doi.org/10.3390/su14159729. 10.3390/su14159729 Brandão, Pedro; Silva, Paulo T; Parente, Marco; Rosado, Luís. "µSmartScope - Towards a low-cost microscopic medical device for cervical cancer screening using additive manufacturing and optimization". Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications 236 2 (2021): 267-279. http://dx.doi.org/10.1177/14644207211022774. Publicado • 10.1177/14644207211022774 Pedro Faria; Telmo Nogueira; Ana Ferreira; Cristina Carlos; Luís Rosado. "AI-Powered Mobile Image Acquisition of Vineyard Insect Traps with Automatic Quality and Adequacy Assessment". Agronomy 11 4 (2021): 731-731. https://doi.org/10.3390/agronomy11040731. 10.3390/agronomy11040731 Sampaio, Ana Filipa; Rosado, Luis; Vasconcelos, Maria Joao M.. "Towards the Mobile Detection of Cervical Lesions: A Region-Based Approach for the Analysis of Microscopic Images". IEEE Access 9 (2021): 152188-152205. http://dx.doi.org/10.1109/access.2021.3126486. Publicado • 10.1109/access.2021.3126486 Catarina Andrade; Luís F. Teixeira; Maria João M. Vasconcelos; Luís Rosado. "Data Augmentation Using Adversarial Image-to-Image Translation for the Segmentation of Mobile-Acquired Dermatological Images". Journal of Imaging 7 1 (2020): 2-2. https://doi.org/10.3390/jimaging7010002. 10.3390/jimaging7010002 José Alves; Dinis Moreira; Pedro Alves; Luís Rosado; Maria Vasconcelos. "Automatic Focus Assessment on Dermoscopic Images Acquired with Smartphones". Sensors 19 22 (2019): 4957-4957. https://doi.org/10.3390/s19224957. 10.3390/s19224957 Teresa Conceição; Cristiana Braga; Luís Rosado; Maria João M. Vasconcelos. "A Review of Computational Methods for Cervical Cells Segmentation and Abnormality Classification". International Journal of Molecular Sciences 20 20 (2019): 5114-5114. https://doi.org/10.3390/ijms20205114. 10.3390/ijms20205114 "Mobile-Based Analysis of Malaria-Infected Thin Blood Smears: Automated Species and Life Cycle Stage Determination". Sensors (2017): http://www.mdpi.com/1424-8220/17/10/2167. 10.3390/s17102167 Rosado, L.; Correia da Costa, J.M.; Elias, D.; Cardoso, J.S.. "A review of automatic malaria parasites detection and segmentation in microscopic images". Anti-Infective Agents 14 1 (2016): 11-22. http://www.scopus.com/inward/record.url?eid=2-s2.0-84961714913&partnerID=MN8TOARS. Rosado, L.; Vasconcelos, M.J.; Ferreira, M.. "A mobile-based prototype for skin lesion analysis: Towards a patient-oriented design approach". International Journal of Online Engineering 9 SPECIALISS (2013): 27-29. http://www.scopus.com/inward/record.url?eid=2-s2.0-84900379568&partnerID=MN8TOARS. 10.3991/ijoe.v9iS8.3372 Rosado, Luís; Castro, Rui; Ferreira, Liliana; Ferreira, Márcia. "Extraction of ABCD rule features from skin lesions images with smartphone". Studies in Health Technology and Informatics 177 (2012): 242-247. 10.3233/978-1-61499-069-7-242
Capítulo de livro	Vladyslav Mosiichuk; Paula Viana; Tiago Oliveira; Luís Rosado. "Automated Adequacy Assessment of Cervical Cytology Samples Using Deep Learning". 156-170. Springer International Publishing, 2022. 10.1007/978-3-031-04881-4_13 Maria João M. Vasconcelos; Dinis Moreira; Pedro Alves; Ricardo Graça; Rafael Franco; Luís Rosado. "Improving Teledermatology Referral with Edge-AI: Mobile App to Foster Skin Lesion Imaging Standardization". 2022. 10.1007/978-3-031-20664-1_9 Pereira, Carlos; Silva, Paulo T.; Rosado, Luís; Mota, Luís; Martins, João. "The Design Thinking Process in the Development of an Intelligent Microscopic Equipment". In Advances in Design and Digital Communication II, 170-182. Springer International Publishing, 2021. Publicado • 10.1007/978-3-030-89735-2_15 José Faria; João Almeida; Maria João M. Vasconcelos; Luís Rosado. "Automated Mobile Image Acquisition of Skin Wounds Using Real-Time Deep Neural Networks". 61-73. Springer International Publishing, 2020. 10.1007/978-3-030-39343-4_6 Andrade, Catarina; Teixeira, Luís F.; Vasconcelos, Maria João M.; Rosado, Luís. "Deep Learning Models for Segmentation of Mobile-Acquired Dermatological Images". In Lecture Notes in Computer Science, 228-237. Springer International Publishing, 2020. Publicado • 10.1007/978-3-030-50516-5_20 Rosado, Luís; Silva, Paulo T.; Faria, José; Oliveira, João; Vasconcelos, Maria João M.; Elias, Dirk; da Costa, José M. Correia; Cardoso, Jaime S.. "µSmartScope: Towards a Fully Automated 3D-Printed Smartphone Microscope with Motorized Stage". In Communications in Computer and Information Science, 19-44. Springer International Publishing, 2018. Publicado • 10.1007/978-3-319-94806-5_2 Rosado, L.; Vasconcelos, M.J.M.; Castro, R.; Tavares, J.M.R.S.. "From dermoscopy to mobile teledermatology". 385-418. 2015.
Livro	Vasconcelos, M.J.M.; Rosado, L.. No-reference blur assessment of dermatological images acquired via mobile devices. 2014. 10.1007/978-3-319-07998-1_40 Vasconcelos, M.J.M.; Rosado, L.; Ferreira, M.. Principal axes-based asymmetry assessment methodology for skin lesion image analysis. 2014.