Maria João Medeiros de Vasconcelos (2F1D-FE02-9E9C)

Curriculum Vitae

Maria João M. Vasconcelos is a Senior Scientist at Fraunhofer Portugal Research Center for Assistive Information and Communication Solutions (AICOS). She received a BSc in Mathematics Applied to Technology in 2002 from Faculty of Sciences of the University of Porto, a Master in Applied Statistics and Modelling from Faculty of Engineering of the University of Porto in 2006 and a PhD in Informatics Engineering from the Faculty of Engineering of the University of Porto in 2015. She worked in statistics at Interpay Nederland BV, in bioinformatics at Unidade de Genética e Patologia Molecular, Hospital Divino Espírito Santo and as consultant of document management at Link Consulting SA. She worked also as Invited Assistant at University of Porto, Faculty of Engineering and at School of Engineering, Polytechnic of Porto. Her main research activities are in the area of Digital Image Processing and Computer Vision - Medical Image Analysis and Decision Support Systems.

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Identificação

Identificação pessoal

Nome completo: Maria João Medeiros de Vasconcelos

Nomes de citação

Vasconcelos, Maria João M.

Identificadores de autor

Ciência ID: 2F1D-FE02-9E9C
ORCID iD: 0000-0002-0634-7852
Google Scholar ID: https://scholar.google.com/citations?user=AoCx9ZoAAAAJ&hl=pt-PT&oi=ao

Endereços de correio eletrónico

maria.vasconcelos@fraunhofer.pt (Profissional)

Domínios de atuação

Ciências da Engenharia e Tecnologias - Engenharia Eletrotécnica, Eletrónica e Informática

Idiomas

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

Formação

	Grau	Classificação
2015 Concluído	Programa Doutoral em Engenharia Informática (Doutoramento) Universidade do Porto Faculdade de Engenharia, Portugal "Computational algorithms for image analysis: Applications on human vocal tract and silhouette" (TESE/DISSERTAÇÃO)	Aprovado
2006 Concluído	Master in Applied Statistics and Modelation (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal "Point Distribution Models: Study, Development and Applications (in Portuguese)" (TESE/DISSERTAÇÃO)	Very Good (Maximum grade)
2002 Concluído	Four year science degree on Mathematics Applied to Technology (Licenciatura) Universidade do Porto Faculdade de Ciências, Portugal	14 (in 20)

Percurso profissional

Ciência

	Categoria Profissional Instituição de acolhimento	Empregador
2016/03/01 - Atual	Investigador Contratado (Investigação)	Associação Fraunhofer Portugal Research, Portugal
	Associação Fraunhofer Portugal Research, Portugal
2013/07/01 - 2016/02/01	Investigador (Investigação)	Associação Fraunhofer Portugal Research, Portugal

2008 - 2012	Investigador (Investigação)	Fundação para a Ciência e a Tecnologia, Portugal
	Universidade do Porto Faculdade de Engenharia, Portugal

Docência no Ensino Superior

	Categoria Profissional Instituição de acolhimento	Empregador
2009/09/01 - 2013/07/01	Assistente Convidado (Docente Universitário)	Universidade do Porto Faculdade de Engenharia, Portugal

2011/09/01 - 2012/01/01	Assistente convidado (Docente Ensino Superior Politécnico)	Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Outros

	Categoria Profissional Instituição de acolhimento	Empregador
2012/09/01 - 2012/12/01	Cooperation agent at Timor-Lorosae	Camões Instituto da Cooperação e da Língua, Portugal

2006/08/01 - 2007/06/01	Consultant of documentary management	Link Consulting, SA, Portugal

2004/09/01 - 2007/06/01	Statistics Trainee	Escola Profissional Câmara Comércio e Industria, Portugal

2005/09/01 - 2006/07/01	Mathematics Trainee	Escola Profissional do Nordeste, Portugal

2003/10/01 - 2005/01/01	Internship in Bioinformatics	Hospital do Divino Espírito Santo de Ponta Delgada EPE, Portugal

2002/04/01 - 2002/09/01	Internship in Temporal Series	Interpay Nederland B.V., Países Baixos

Projetos

Projeto

	Designação	Financiadores
2023/04/01 - Atual	Health From Portugal Industry 02-C05-i01.01-2022. PC644937233-00000047 Investigador Associação Fraunhofer Portugal Research, Portugal	Agência para a Competitividade e Inovação, I. P. Em curso
2021/01/01 - 2023/06/30	Smart Industrial maiNtenance through AugmenTed ReAlity POCI-01-0247-FEDER-069974 Investigador responsável Associação Fraunhofer Portugal Research, Portugal	Agência Nacional de Inovação SA Concluído
2021/03/01 - 2023/06/29	Wound Analysis to Support Clinical Decision POCI-01-0247-FEDER- 048922 Investigador responsável Associação Fraunhofer Portugal Research, Portugal	Agência Nacional de Inovação SA Concluído
2019/01/01 - 2022/03/31	Derm.AI - Usage of Artificial Intelligence to power Teledermatological Screening DSAIPA/AI/0031/2018 DOI: 10.54499/DSAIPA/AI/0031/2018 Investigador responsável Associação Fraunhofer Portugal Research, Portugal	Fundação para a Ciência e a Tecnologia Concluído
2018/07/02 - 2021/12/31	CLARE: Computer-Aided Cervical Cancer Screening POCI-01-0145-FEDER-028857 Investigador responsável Associação Fraunhofer Portugal Research, Portugal	Fundação para a Ciência e a Tecnologia Concluído
2017 - 2019	MpDS: Medical Pre-diagnostic System POCI-01-0247-FEDER-024086 Investigador Associação Fraunhofer Portugal Research, Portugal	Agência para a Competitividade e Inovação, I. P. Concluído
2017 - 2018	Cordon Gris: Making sense of data to promote effortless healthy eating habits and autonomy for older adults AAL-2015-1-016 Investigador responsável Associação Fraunhofer Portugal Research, Portugal	Fundação para a Ciência e a Tecnologia Concluído
2016 - 2018	Deus ex Machina: Symbiotic Technology for Societal Efficiency Gains NORTE-01-0145-FEDER-000026 Investigador Associação Fraunhofer Portugal Research, Portugal	Comissao de Coordenacao e Desenvolvimento Regional do Norte Concluído
2013 - 2015	SMARTSKINS: A Novel Framework for Supervised Mobile Assessment and Risk Triage of Skin lesions via Non-invasive Screening PTDC/BBB-BMD/3088/2012 Investigador Associação Fraunhofer Portugal Research, Portugal	Fundação para a Ciência e a Tecnologia Concluído

Produções

Publicações

Artigo em conferência	Albuquerque, Tomé; fang, mei ling; wiestler, benedikt; Delbridge, Claire; Vasconcelos, Maria João M.; Cardoso, Jaime; schuffler, Peter. "Multimodal Context-Aware Detection of Glioma Biomarkers using MRI and WSI". Vancouver, 2023. Publicado Alves, Pedro; Filipa Sampaio, Ana; Cardoso, Nuno; Alves, Paulo; Salgado, Pedro; Vasconcelos, Maria João M.. "AI-powered image acquisition and characterisation of dressings for patient-centred wound management". Trabalho apresentado em International Symposium on Computer-Based Medical Systems (CBMS), L'Aquila, 2023. Publicado • 10.1109/cbms58004.2023.00188 Sampaio, Ana Filipa; Alves, Pedro; Cardoso, Nuno; Alves, Paulo; Marques, Raquel; Salgado, Pedro; Vasconcelos, Maria João M.. "Leveraging Deep Neural Networks for Automatic and Standardised Wound Image Acquisition". Trabalho apresentado em 9th International Conference on Information and Communication Technologies for Ageing Well and e-Health, Praga, 2023. 10.5220/0012031200003476 Barbosa, Joel; Graça, Ricardo; Santos, Goncalo; Vasconcelos, Maria João M.. Autor correspondente: Vasconcelos, Maria João M.. "Automatic analogue gauge reading using smartphones for industrial scenarios". Trabalho apresentado em International Conference on Machine Learning Technologies, Estocolmo, 2023. Publicado • 10.1145/3589883.3589925 Morgado, Ana C.; Carvalho, Rafaela; Andrade, Catarina; Barbosa, Telmo; Santos, Gonçalo; Vasconcelos, Maria João M.. "Continual Learning in an Industrial Scenario: Equipment Classification on Edge Devices". Trabalho apresentado em 5th IEEE International Image Processing, Applications and Systems Conference, IPAS 2022, Genova, 2022. Publicado • 10.1109/ipas55744.2022.10053047 Silva, Eduardo L.; Sampaio, Ana Filipa; Teixeira, Luís; Vasconcelos, Maria João M.. Autor correspondente: Silva, Eduardo L.. "Cervical Cancer Detection and Classification in Cytology Images Using a Hybrid Approach". Trabalho apresentado em 16th International Symposium on Visual Computing, ISVC 2021, virtual, 2021. Publicado • 10.1007/978-3-030-90436-4_24 Nedelcu, Tudor; Carreiro, André; Veiga, F.; Vasconcelos, Maria João M.. "Challenges on Real-World Skin Lesion Classification: Comparing Fine-tuning Strategies for Domain Adaptation using Deep Learning". Trabalho apresentado em The Sixth International Conference on Informatics and Assistive Technologies for Health-Care, Medical Support and Wellbeing (HEALTHINFO 2021), Barcelona, 2021. Publicado Moreira, Dinis; Alves, Pedro; Veiga, Francisco; Rosado, Luís; Vasconcelos, Maria João M.. "Automated Mobile Image Acquisition of Macroscopic Dermatological Lesions". Trabalho apresentado em International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC), VIRTUAL CONFERENCE, 2021. Publicado • https://doi.org/10.5220/0010234201220132 Nedelcu, Tudor; Vasconcelos, Maria João M.; Carreiro, André. "Multi-Dataset Training for Skin Lesion Classification on Multimodal and Multitask Deep Learning". Trabalho apresentado em 7th International Conference on Biomedical Engineering and Systems (ICBES’20), 2020. Andrade, Catarina; Teixeira, Luís F.; Vasconcelos, Maria João M.; Rosado, Luís. "Deep Learning Models for Segmentation of Mobile-Acquired Dermatological Images". Trabalho apresentado em Image Analysis and Recognition. ICIAR 2020., VIRTUAL CONFERENCE, 2020. Publicado • 10.1007/978-3-030-50516-5_20 Faria, José; Almeida, João; Vasconcelos, Maria João M.; Rosado, Luís. "Automated Mobile Image Acquisition of Skin Wounds Using Real-Time Deep Neural Networks". Trabalho apresentado em Medical Image Understanding and Analysis. MIUA 2019, Liverpool, 2019. Publicado • 10.1007/978-3-030-39343-4_6 Ribeiro, Jorge; Ribeiro, David; Schwarz, Ayla; Vasconcelos, Maria João M.; Gerardo, Filomena; van Harten, Ciska; Succu, Riccardo; et al. "Cordon Gris: Integrated solution for meal recommendations". Trabalho apresentado em 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2018. Publicado • 10.1109/percomw.2018.8480404 Machado, João; Ribeiro, Jorge; Vasconcelos, Maria João M.; Vieira, Elsa F.; Correia de Barros, Ana. "SousChef: Mobile Meal Recommender System for Older Adults". Trabalho apresentado em 3rd International Conference on Information and Communication Technologies for Ageing Well and e-Health, Porto, 2017. Publicado • 10.5220/0006281900360045 Rosado, Luís; Oliveira, João; Vasconcelos, Maria João M.; M. Correia da Costa, José; Elias, Dirk; Cardoso, Jaime. "µSmartScope: 3D-printed Smartphone Microscope with Motorized Automated Stage". Trabalho apresentado em 10th International Joint Conference on Biomedical Engineering Systems and Technologies, Porto, 2017. Publicado • 10.5220/0006155800380048 Guimaraes, Vania; Castro, Lourenco; Carneiro, Susana; Monteiro, Manuel; Rocha, Tiago; Barandas, Marilia; Machado, Joao; et al. "A motion tracking solution for indoor localization using smartphones". Trabalho apresentado em 2016 International Conference on Indoor Positioning and Indoor Navigation (IPIN), 2016. Publicado • 10.1109/ipin.2016.7743680 Vasconcelos, Maria João M.; Rosado, Luis; Ferreira, Marcia. "A new risk assessment methodology for dermoscopic skin lesion images". Trabalho apresentado em 2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA), Torino, 2015. Publicado • 10.1109/memea.2015.7145268 Vasconcelos, Maria João M.; Rosado, L.; Ferreira, Márcia. "A new color assessment methodology using cluster-based features for skin lesion analysis". Trabalho apresentado em 2015 38th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), Opatija, 2015. Publicado • 10.1109/mipro.2015.7160298 Rosado, Luís; Vasconcelos, Maria João M.; Ferreira, Márcia. "Pigmented skin lesion computerized analysis via mobile devices". Trabalho apresentado em 31st Spring Conference on Computer Graphics - SCCG '15, 2015. Publicado • 10.1145/2788539.2788553 Rosado, Luís; Vasconcelos, Maria João M.. "Automatic Segmentation Methodology for Dermatological Images Acquired via Mobile Devices". Trabalho apresentado em International Conference on Health Informatics, Lisboa, 2015. Publicado • 10.5220/0005178302460251 Vasconcelos, Maria João M.; Rosado, Luís; Ferreira, Márcia. "Principal Axes-Based Asymmetry Assessment Methodology for Skin Lesion Image Analysis". Trabalho apresentado em ISVC 2014: Advances in Visual Computing, 2014. Publicado • 10.1007/978-3-319-14364-4_3 Vasconcelos, Maria João M.; Rosado, L.. "Border Abruptness Assessment Methodology for Skin Lesion Image Analysis". Trabalho apresentado em Portuguese Conference on Pattern Recognition, Covilhã, 2014. Publicado Vasconcelos, Maria João M.; Rosado, L.. "Automatic Reflection Detection on Dermatological Images Acquired via Mobile Devices". Trabalho apresentado em 18th Conference in Medical Image Understanding and Analysis (MIUA), Egham, 2014. Publicado Vasconcelos, Maria João M.; Rosado, Luís. "No-reference Blur Assessment of Dermatological Images Acquired via Mobile Devices". Trabalho apresentado em ICISP 2014: Image and Signal Processing, Cherbourg, 2014. Publicado • 10.1007/978-3-319-07998-1_40 Ventura, Sandra Moreira Rua; Vasconcelos, Maria João M.; Freitas, D.R.; Ramos, I.M.; Tavares, J.M.R.S.. "Speech articulation assessment using dynamic magnetic resonance imaging techniques". Trabalho apresentado em Computational Vision and Medical Image Processing, Proceedings of VipIMAGE 2011 - 3rd ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing, Olhão, 2011. Publicado Vasconcelos, Maria João M.; Tavares, J.M.R.S.. "Human Motion Analysis: Methodologies and Applications". Trabalho apresentado em Computer Methods in Biomechanics and Biomedical Engineering, Porto, 2008. Publicado Tavares, J.M.R.S.; Carvalho, F. J. S.; Oliveira, F. P. M.; Vasconcelos, Maria João M.; Gonçalves, P.C.T.; Pinho, R. R.. "Computer Analysis of Objects’ Movement in Image Sequences: Methods and Applications". Trabalho apresentado em DSM 2007 – National Conference on Multibody System Dynamics, Guimarães, 2007. Publicado Vasconcelos, Maria João M.; Tavares, J.M.R.S.. "Methodologies to Build Automatic Point Distribution Models for Faces Represented in Images". Trabalho apresentado em Computational Modelling of Objects Represented in Images: Fundamentals, Methods and Applications, Coimbra, 2006. Publicado Vasconcelos, Maria João M.; Tavares, J.M.R.S.. "Automatic Modelling Image Represented Objects using a Statistical based Approach". Trabalho apresentado em EUROSIS 2005 European Simulation and Modelling Conference, Porto, 2005. Publicado Vasconcelos, Maria João M.; Tavares, J.M.R.S.. "Automatic Landmark Detection for Statistical Modeling (in Portuguese)". Trabalho apresentado em National Meeting on Scientific Visualization - ENVC2005, Espinho, 2005. Publicado Vasconcelos, Maria João M.; Tavares, J.M.R.S.. "“Introduction to Point Distribution Models and its application in object segmentation and recognition” (in Portuguese)". Trabalho apresentado em Conference on Computational Methods in Engineering 2005, Granada, 2005. Publicado Vasconcelos, Maria João M.; Tavares, J.M.R.S.. "Introduction to a Statistical Model for Objects Represented in Images (in Portuguese)". Trabalho apresentado em XII Meeting of Classification and Data Analysis – JOCLAD 2005, Ponta Delgada, 2005. Publicado
Artigo em revista	Marques, Raquel; de Lopes, Marcos Venícios Oliveira; Neves-Amado, João Daniel; Ramos, Paulo Alexandre Silva; de Sá, Luís Octávio; da Oliveira, Irene Maria Silva; da Amado, João Manuel Costa; et al. "Integrating factors associated with complex wound healing into a mobile application: Findings from a cohort study". International Wound Journal 21 1 (2023): http://dx.doi.org/10.1111/iwj.14339. Publicado • 10.1111/iwj.14339 Carvalho, Rafaela; Melo, Jorge; Graça, Ricardo; Santos, Gonçalo; Vasconcelos, Maria João M.. Autor correspondente: Vasconcelos, Maria João M.. "Deep Learning-Powered System for Real-Time Digital Meter Reading on Edge Devices". Applied Sciences 13 4 (2023): 2315. http://dx.doi.org/10.3390/app13042315. Publicado • 10.3390/app13042315 Albuquerque, Tomé; Rosado, Luís; Cruz, Ricardo; Vasconcelos, Maria João M.; Oliveira, Tiago; Cardoso, Jaime S.. "Rethinking low-cost microscopy workflow: Image enhancement using deep based Extended Depth of Field methods". Intelligent Systems with Applications 17 (2023): 200170. http://dx.doi.org/10.1016/j.iswa.2022.200170. Publicado • 10.1016/j.iswa.2022.200170 Rafaela Carvalho; Ana C. Morgado; Catarina Andrade; Tudor Nedelcu; André V. Carreiro; Maria Vasconcelos. "Integrating Domain Knowledge into Deep Learning for Skin Lesion Risk Prioritization to Assist Teledermatology Referral". Diagnostics (2021): https://www.mdpi.com/2075-4418/12/1/36. 10.3390/diagnostics12010036 Ana C. Morgado; Catarina Andrade; Luis F. Teixeira; Maria Vasconcelos. "Incremental Learning for Dermatological Imaging Modality Classification". Journal of Imaging (2021): https://www.mdpi.com/2313-433X/7/9/180. 10.3390/jimaging7090180 Sampaio, Ana Filipa; Rosado, Luis; Vasconcelos, Maria João M.. Autor correspondente: Sampaio, Ana Filipa. "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. 10.1109/access.2021.3126486 Catarina Andrade; Luis F. Teixeira; Maria Vasconcelos; Luís Rosado. "Data Augmentation Using Adversarial Image-to-Image Translation for the Segmentation of Mobile-Acquired Dermatological Images". Journal of Imaging (2020): https://www.mdpi.com/2313-433X/7/1/2. 10.3390/jimaging7010002 José Alves; Dinis Moreira; Pedro Alves; Luís Rosado; Vasconcelos, Maria João M.. "Automatic Focus Assessment on Dermoscopic Images Acquired with Smartphones". Sensors 19 22 (2019): https://www.mdpi.com/1424-8220/19/22/4957. Publicado • 10.3390/s19224957 Teresa Conceição; Cristiana Braga; Luís Rosado; Vasconcelos, Maria João M.. "A Review of Computational Methods for Cervical Cells Segmentation and Abnormality Classification". International Journal of Molecular Sciences 20 20 (2019): 5114. https://www.mdpi.com/1422-0067/20/20/5114. Publicado • 10.3390/ijms20205114 Rosado, L.; Vasconcelos, Maria João M.; Ferreira, Márcia. "A mobile-based prototype for skin lesion analysis: Towards a patient-oriented design approach". International Journal of Online Engineering 9 S8 (2013): 27-29. http://www.scopus.com/inward/record.url?eid=2-s2.0-84900379568&partnerID=MN8TOARS. Publicado • 10.3991/ijoe.v9iS8.3372 Vasconcelos, Maria João M.; Ventura, Sandra Moreira Rua; Freitas, D.R.S.; Tavares, J.M.R.S.. "Inter-speaker speech variability assessment using statistical deformable models from 3.0 Tesla magnetic resonance images". Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine 226 3 (2012): 185-196. http://pih.sagepub.com/lookup/doi/10.1177/0954411911431664. Publicado • 10.1177/0954411911431664 Vasconcelos, Maria João M.; Ventura, Sandra Moreira Rua; Freitas, D.R.S.; Tavares, J.M.R.S.. "Towards the Automatic Study of the Vocal Tract From Magnetic Resonance Images". Journal of Voice 25 6 (2011): 732-742. http://dx.doi.org/10.1016/j.jvoice.2010.05.002. Publicado • 10.1016/j.jvoice.2010.05.002 Vasconcelos, Maria João M.; Ventura, Sandra Moreira Rua; Freitas, D.R.S.; Tavares, J.M.R.S.. "Using Statistical Deformable Models to Reconstruct Vocal Tract Shape from Magnetic Resonance Images". Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine 224 10 (2010): 1153-1163. http://dx.doi.org/10.1243/09544119jeim767. Publicado • 10.1243/09544119jeim767 Tavares, J.M.R.S.; Carvalho, F. J. S.; Oliveira, F. P. M.; Reis, I. M. S.; Vasconcelos, Maria; Gonçalves, P.C.T.; Pinho, R. R.; Ma, Zhen. "Computer Analysis of Objects’ Movement in Image Sequences: Methods and Applications". International Journal for Computational Vision and Biomechanics 2 2 (2009): 209-220. Vasconcelos, M.J.M.; Tavares, J.M.R.S.. "Methods to automatically build point distribution models for objects like hand palms and faces represented in images". CMES - Computer Modeling in Engineering and Sciences 36 3 (2008): 213-241. http://www.scopus.com/inward/record.url?eid=2-s2.0-58149514403&partnerID=MN8TOARS. Publicado
Capítulo de livro	Vasconcelos, Maria João M.; Filipa Sampaio, Ana; Cardoso, Nuno; Liberal, Marcos; Alves, Pedro; Salgado, Pedro. Autor correspondente: Vasconcelos, Maria João M.. "Standardising wound image acquisition through edge AI". In ICT4AWE 2023 - Selected and Revised Papers. 2024. Aceite para publicação Vasconcelos, Maria João M.; Moreira, Dinis; Alves, Pedro; Graça, Ricardo; Franco, Rafael; Rosado, Luís. "Improving Teledermatology Referral with Edge-AI: Mobile App to Foster Skin Lesion Imaging Standardization". In Communications in Computer and Information Science, 158-179. Springer International Publishing, 2022. Publicado • 10.1007/978-3-031-20664-1_9 Rosado, Luís; Silva, Paulo T.; Faria, José; Oliveira, João; Vasconcelos, Maria João M.; Elias, Dirk; da Costa, José M. Correia; Cardoso, Jaime. "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 Ribeiro, David; Ribeiro, Jorge; Vasconcelos, Maria João M.; Vieira, Elsa F.; de Barros, Ana Correia. "SousChef: Improved Meal Recommender System for Portuguese Older Adults". In Information and Communication Technologies for Ageing Well and e-Health, 107-126. Springer International Publishing, 2018. Publicado • 10.1007/978-3-319-93644-4_6 Rosado, Luís; Vasconcelos, Maria João M.; Castro, Rui; Tavares, J.M.R.S.. "From Dermoscopy to Mobile Teledermatology". In Dermoscopy Image Analysis, 385-418. CRC Press, 2015. Publicado • 10.1201/b19107-13 Vasconcelos, Maria João M.; Tavares, J.M.R.S.. "Human Motion Segmentation Using Active Shape Models". In Computational and Experimental Biomedical Sciences: Methods and Applications, 237-246. Springer International Publishing, 2015. Publicado • 10.1007/978-3-319-15799-3_18 Ventura, Sandra Moreira Rua; Vasconcelos, Maria João M.; Freitas, D.R.S.; Ramos, I.M.A.P.; Tavares, J.M.R.S.. "Speaker-specific articulatory assessment and measurements during Portuguese speech production based on magnetic resonance images". In Language Acquisition, 117-138. Nova Science Publishers, Inc, 2012. Publicado
Poster em conferência	Marques, Raquel; Lopes, Marcos; Ramos, Paulo; Oliveira, Irene ; Sá, Luís; Neves-Amado, João; Vasconcelos, Maria João M.; Salgado, Pedro; Alves, Paulo. "Decision-making support system in the diagnosis and treatment of person with chronic wounds:ClinicalWoundSupport". Trabalho apresentado em 33rd Conference of the European Wound Management Association, 2023.
Resumo em conferência	Rosado, Luís; Vasconcelos, Maria João M.; Correia, Fernando; Costa, Nuno. "A Novel Framework for Supervised Mobile Assessment and Risk Triage of Skin Lesions". Trabalho apresentado em Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare, Istanbul, 2015. Publicado • 10.4108/icst.pervasivehealth.2015.259254 Rosado, L.; Vasconcelos, Maria João M.; Ferreira, Márcia. "Differential structures assessment methodology for skin image analysis". Trabalho apresentado em Conference Proceedings of 4th World Congress of Dermoscopy and skin imaging, Viena, 2015. Publicado Vasconcelos, Maria João M.; Tavares, J.M.R.S.. "Human Motion Segmentation using Active Shape Models". Trabalho apresentado em ICCEBS2013 – International Conference on Computational and Experimental Biomedical Sciences, Ponta Delgada, 2013. Publicado Vasconcelos, Maria João M.; Tavares, J.M.R.S.. "Segmentation Methods for Human Motion Analysis from Image Sequences". Trabalho apresentado em colloquium 511-Biomechanics of Human Motion, New Frontiers of Multibody, Techniques for Clinical Applications, Ponta Delgada, 2011. Publicado Vasconcelos, Maria João M.; Ventura, Sandra Moreira Rua; Freitas, D.R.S.; Tavares, J.M.R.S.. "Modelling and Segmentation of the Vocal Tract during Speech Production by using Deformable Models in Magnetic Resonance Images". Trabalho apresentado em 6th World Congress on Biomechanics, Singapura, 2010. Publicado Vasconcelos, Maria João M.; Ventura, Sandra Moreira Rua; Freitas, D.R.S.; Tavares, J.M.R.S.. "Segmentation of the Vocal Tract in Magnetic Resonance Images using Deformable Models". Trabalho apresentado em ICCES’10 – International Conference on Computational and Experimental Engineering & Sciences, Las Vegas, 2010. Publicado Tavares, J.M.R.S.; Vasconcelos, Maria João M.; Pinho, R. R.. "Motion Tracking in Images based on Stochastic Filters and Optimization". Trabalho apresentado em CMBBE2010 – 9th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering, Valencia, 2010. Publicado Vasconcelos, Maria João M.; Ventura, Sandra Moreira Rua; Tavares, J.M.R.S.; Freitas, D.R.S.. "Analysis of tongue shape and motion in speech production using statistical modeling". Trabalho apresentado em 2nd South-East European Conference on Computacional Mechanics, Island of Rhodes, 2009. Publicado Vasconcelos, Maria João M.; Tavares, J.M.R.S.. "Segmentation Methods for Human Motion Analysis from Image Sequences". Trabalho apresentado em International Conference on Computational and Experimental Engineering & Sciences, Phuket, 2009. Publicado Vasconcelos, Maria; Tavares, J.M.R.S.. "Métodos de segmentação de imagem para análise da marcha". Trabalho apresentado em 3rd National Congress of Biomechanics, Bragança, 2009. Publicado Vasconcelos, Maria João M.; Tavares, J.M.R.S.. "Methodologies for Human Detection in Image Sequences". Trabalho apresentado em 10th International Symposium in 3D analysis of human movement, Santpoort-Amsterdam, 2008. Publicado Vasconcelos, Maria João M.; Tavares, J.M.R.S.. "Image Segmentation for Human Motion Analysis: Methods and Applications". Trabalho apresentado em ECCOMAS 2008 - 5th European Congress on Computational Methods in Applied Sciences and Engineering, Venice, 2008. Publicado Vasconcelos, Maria João M.; Tavares, J.M.R.S.. "Point Distribution Models in Computational Vision (in Portuguese)". Trabalho apresentado em 6th National Meeting on Experimental Mechanics, Ponta Delgada, 2005. Publicado
Tese / Dissertação	Vasconcelos, Maria João M.. "Computational algorithms for image analysis: Applications on human vocal tract and silhouette". Doutoramento, Universidade do Porto Faculdade de Engenharia, 2015. https://hdl.handle.net/10216/78559. Vasconcelos, Maria João M.. "Point Distribution Models in Computer Vision: Study, Development and Applications". Mestrado, Universidade do Porto Faculdade de Engenharia, 2006. https://hdl.handle.net/10216/11951.

Atividades

Orientação

	Título / Tema Papel desempenhado	Curso (Tipo) Instituição / Organização
2020 - 2021	Image Modality Classification in Dermatology Coorientador	Bioengenharia (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2019 - 2020	MultimodalDermaCAD - Classification of multimodal dermatological data Coorientador	Ciência de Computadores (Mestrado) Universidade do Porto Faculdade de Ciências, Portugal
2018 - 2019	Cervical Cancer Screening: Deep Learning Tools For Automatic Diagnosis Support Coorientador	Bioengenharia (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2017 - 2018	SkinUlcersEcosystem - Service ecosystem design for skin ulcers Coorientador	Engenharia de Serviços e Gestão (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2016 - 2017	mSkinColorCalib – Computer vision-based system for color calibration of mobile-acquired skin lesion images Coorientador	Engenharia Biomédica (Mestrado) Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2015 - 2016	Cervical Cancer Automated Screening Module - CervCancerScreening Coorientador	Engenharia Informática e Computação (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2014 - 2015	Automatic Nutritional Information Extraction from Photographic Images of Labels Coorientador	Engenharia Informática e Computação (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal