Academic Positions

  • Present 2015

    Associate Professor with Habilitation

    University of Porto, Faculty of Engineering

  • 2015 2014

    Assistant Professor with Habilitation

    University of Porto, Faculty of Engineering

  • 2014 2009

    Assistant Professor

    University of Porto, Faculty of Engineering

  • 2009 2006

    Invited Assistant Professor

    University of Porto, Faculty of Engineering

Education & Training

  • Ph.D. 2006

    Ph.D. in ECE (Computer Vision)

    University of Porto, Faculty of Engineering

    Title of the thesis: "Metadata Assisted Image Segmentation"

  • MSc.2005

    Master in Mathematical Engineering

    University of Porto, Faculty of Sciences

  • B.A.1999

    Licentiate (5-year Licenciatura) in ECE

    University of Porto, Faculty of Engineering

Research Lines

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    Breast Cancer Screening and Diagnosis

    Very short description of the project.

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    Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.

    Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.

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    Breast Cancer Surgery Planning and Evaluation

    Very short description of the project.

    Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.

    Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.

    Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.

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    Cervical Cancer Screening

    Very short description of the project.

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    Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.

    Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.

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    Unconstrained Biometrics

    Very short description of the project.

    Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.

    Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.

    Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.

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    Machine Learning

    Very short description of the project.

    Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.

    Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.

    Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.

Students

PhD Students

  • Joao C. Monteiro, PhD St. FEUP (supervisor), "Multimodal Biometric Recognition Under Unconstrained Settings", 2012/2017
  • Anisa Allahdadi, PhD St. FEUP (co-supervisor), "to be defined", 2012/xxxx
  • Hooshiar Zolfagharnasab, PhD St. FEUP (co-supervisor), "to be defined", 2012/xxxx
  • Luis Rosado, PhD St. FEUP (supervisor), "to be defined", 2013/xxxx
  • Kelwin Fernandes, PhD St. FEUP (supervisor), "to be defined", 2014/xxxx
  • Pedro Ferreira, PhD St. FEUP (co-supervisor), "to be defined", 2015/xxxx
  • Joana Silva, PhD St. FEUP (supervisor), "to be defined", 2015/xxxx
  • Ricardo Cruz, PhD St. FEUP (supervisor), "to be defined", 2016/xxxx
  • Silvia Bessa, PhD St. FEUP (co-supervisor), "to be defined", 2016/xxxx
  • Ricardo Araujo, PhD St. FEUP (co-supervisor), "to be defined", 2016/xxxx

MSc Students

  • Sofia Almeida
  • Joao Pinto
  • Sofia Silveira
  • Pedro Alves
  • Eduardo Meca
  • Borgine
  • Tiago Taveira
  • Bruno Moreira
  • Vanessa Penso

Alumini Students

PhD Students

  • Samaneh Khoshrou, PhD St. FEUP (supervisor), "Learning in Evolving Video Streams", 2011/2017
  • Chetak Kandaswamy, PhD St. FEUP (supervisor), "Contributions on Deep Transfer Learning", 2013/2016
  • Eduardo Marques, PhD St. FEUP (supervisor), "Humans in Action at Different Levels: the group, the whole and the parts", 2011/2016
  • Ana Filipa Pinheiro Sequeira, PhD St. FEUP (supervisor), "Liveness Detection and Robust Recognition in Iris and Fingerprint Biometric Systems", 2011/2015
  • Ines Campos Monteiro Sabino Domingues, PhD St. FEUP (supervisor), "An automatic mammogram system: from screening to diagnosis", 2009/2015
  • Andre Miguel Passos Baltazar, PhD St. Escola das Artes, Univ. Catolica (co-supervisor), "Zatlab: Recognizing gestures for artistic performance interaction", 2009-2015
  • Helder Filipe Pinto de Oliveira, PhD St. FEUP (supervisor), "3D Computational Models for the Evaluation of the Aesthetic Result of Breast Cancer Interventions", 2008/2013
  • Ana Maria Silva Rebelo, PhD St. FEUP (supervisor), "Robust Optical Recognition of Handwritten Musical Scores based on Domain Knowledge", 2008/2012
  • Ricardo Jorge Gamelas de Sousa, PhD St. FEUP (supervisor), "Multicriteria Models for Preference Learning on Ordinal Data", 2008/2012
  • Pedro Miguel Machado Soares Carvalho, PhD St. FEUP (co-supervisor), "Video Object Tracking - Contributions to Object Description and Performance Assessment", 2007-2012

MSc Students

  1. Salik Ram Khanal, MSc St. FEUP (supervisor), "Machine Learning for the Supermarket Data Analysis", 2016
  2. Tiago Daniel Santos Freitas, MSc St. FEUP (supervisor), "3D Face Recognition Under Unconstrained Settings Using Low-Cost Sensors", 2016
  3. Ricardo Reis Marques Silva, MSc St. FEUP (supervisor), "Measuring Impedance in Congestive Heart Failure", 2016
  4. Rui Cardoso Esteves, MSc St. FEUP (supervisor), "Mobile Multimodal Biometric Identification for African Communities", 2015
  5. Ana Filipa Domingues Geros, MSc St. FEUP (co-supervisor), "Captura e an�lise das trajet�rias (espa�o/tempo) de pontos anat�micos na face para suportar e avaliar cirurgia pl�stica reconstrutiva", 2015
  6. Hugo Miguel Felgueira de Andrade, MSc St. FEUP (supervisor), "Image processing methodology for blood cell counting via mobile devices", 2015
  7. Pedro Manuel Nunes Sequeira, MSc St. FEUP (supervisor), "Hierarchical Dynamical Systems", 2015
  8. Andr� Filipe Ferreira de Castro, MSc St. FEUP (co-supervisor), "Reconhecimento de s�mbolos musicais em imagens cinza de partituras manuscritas", 2014
  9. Marisa Mendonca dos Reis, MSc St. FCUP (co-supervisor), "Robust Point Matching Under Severe Noise and Outliers", 2014
  10. Carlos Jorge Alves da Hora Martins, MSc St. FEUP (supervisor), "Contributions to the Automatic Recognition of Portuguese Sign Language", 2014
  11. Filipe Trocado Ferreira, MSc St. FEUP (supervisor), "Video Analysis in Indoor Soccer with a Quadcopter", 2014
  12. Joao David Pereira da Costa, MSc St. FEUP (supervisor), "Ensemble Methods in Ordinal Data Classification", 2014
  13. Ana Rute Caetano Louro, MSc St. FEUP (supervisor), "Liveness Detection in Biometrics", 2014
  14. Ana Rita Carvalho Moreira, MSc St. FEUP (co-supervisor), "Dynamic Analysis of Upper Limbs Movements after Breast Cancer Surgery", 2014
  15. Pedro Miguel Ferro da Costa, MSc St. FEUP (co-supervisor), "Kinect Based System for 3D Modeling Applications", 2014
  16. Vitor Joel do Nascimento Araujo, MSc St. FEUP (supervisor), "Human detection solution for a retail store environment", 2014
  17. Rui Miguel Filipe da Silva, MSc St. FEUP (co-supervisor), "Mobile framework for recognition of musical characters", 2013
  18. Joao Paulo Leite Botelho, MSc St. FEUP (supervisor), "KITE - Tracking da bola em jogos de futsal com video", 2013
  19. Juliano Ferreira Jorge Murari, MSc St. FEUP (supervisor), "Detec��o de vivacidade em sistemas de reconhecimento de �ris", 2013
  20. Joana Cristina Lopes da Fonseca, MSc St. FEUP (supervisor), "Pre-CADs in Breast Cancer", 2013
  21. Claudia Marina Correia Castro, MSc St. FMUP (supervisor), "Estudo do impacto da densidade mam�ria no cancro da mama", 2013
  22. Vitor Hugo Couto Vidal, MSc St. FEUP (supervisor), "Staffline detection and removal in the Grayscale Domain", 2012
  23. Marco Alexandre Dias Silva, MSc St. FEUP (supervisor), "Kinect Based System Applied to Breast Cancer Conservative Treatment", 2012
  24. Joao Pedro da Silva Monteiro, MSc St. FEUP (supervisor), "Automatic Behavior Recognition in Laboratory Animals using Kinect", 2012
  25. Joao Carlos de Sousa Monteiro, MSc St. FEUP (supervisor), "Robust Iris Recognition under Unconstrained Settings", 2012
  26. Miguel Jorge Pereira Cova, MSc St. FEUP (supervisor), "Global localization of vertical road signs using a car equipped with a stereo vision system and GPS", 2011
  27. Diogo Santos Martins, MSc St. FEUP (supervisor), "Biometric recognition based on the texture along palmprint principal lines", 2011
  28. Diogo Machado Carneiro Dias, MSc St. FEUP (supervisor), "Computational Vision Applied to the Segmentation and Morphometric Characterization of the Sciatic Nerve in Microscopic Images", 2011
  29. Joao Miguel Trigo Soares, MSc St. FEUP (supervisor), "Uncalibrated Stereo Vision applied to Breast Cancer Treatment Aesthetic Assessment", 2011
  30. Helder Jose da Silva Matos, MSc St. FEUP (supervisor), "Reconhecimento Biometrico Baseado na Geometria da Mao", 2011
  31. Joao Paulo da Silva Ferreira Monteiro, MSc St. FEUP (supervisor), "Computer Aided Detection in Mammography", 2011
  32. Igor Francisco Areias Amaral, MSc St. FCUP (supervisor), "Content-Based Image Retrieval for Medical Applications", 2010
  33. Jose Graciano Almeida Ramos, MSc St. FEUP (supervisor), "Algoritmos Colaborativos para Sistemas de Recomendacao", 2010
  34. Telmo Tiago Barbosa Pinto, MSc St. FEUP (supervisor), "Music Score Binarization Based on Content Knowledge", 2010
  35. Ezilda Duarte Almeida, MSc St. FEUP (supervisor), "Classificacao Ordinal com Opcao de Rejeicao", 2010
  36. Luis Alberto de Sousa Rangel das Neves, MSc St. FEUP (supervisor), "Sistema Web Semi-autom�tico para Anota��o Colaborativa de Media H.264 e Flash Video", 2010
  37. Andreas Dieter Mendes Seufert, MSc St. FEUP (supervisor), "Investigacao e Aperfei�oamento de Algoritmos de Reconhecimento de S�mbolos Musicais", 2010
  38. Pedro Augusto Fernandes Antunes Martins Vitoriano, MSc St. FEUP (supervisor), "Avaliacao Autom�tica do Resultado de Interven��es Cirurgicas", 2010
  39. Rui Alexandre Rodrigues Carneiro, MSc St. FEUP (supervisor), "Unificacao e expansao da interface de pesquisa no webmail", 2009
  40. Marcia dos Santos Pinheiro, MSc St. FEUP (supervisor), "Sistema Web para o Reconhecimento de Partituras Musicais", 2009
  41. Sergio Manuel Colaco de Sa, MSc St. FEUP (co-supervisor), "Adaptacao Preditiva de Conteudo Multimedia", 2009
  42. Andre Miguel Passos Baltazar, MSc St. FEUP (supervisor), "Extraccao de Informa��es Ritmicas de Movimentos de Danca Atraves de um Sinal de Video", 2009
  43. Ricardo Jorge Gamelas de Sousa, MSc St. FCUP (supervisor), "Automatic aesthetic evaluation of breast cancer conservative treatment", 2008
  44. Ana Maria Silva Rebelo, MSc St. FCUP (supervisor), "New methodologies towards an automatic optical recognition of handwritten musical scores", 2008
  45. Pedro Luis Cameira Sollari Allegro, MSc St. FEUP (supervisor), "Singing Voice Detection in Polyphonic Music Signals", 2008
  46. Luis Daniel Torres Rebelo, MSc St. FEUP (supervisor), "Avaliacao objectiva do resultado estetico dos tratamentos do cancro da mama", 2007/2008
  47. Luis Miguel Marques Soeiro Batista, MSc St. FEUP (supervisor), "Sistema automatico de reconhecimento de formularios manuscritos", 2007/2008
  48. Luis Jorge Trindade Certo, MSc St. FEUP (supervisor), "QuidPyx mobile - Sistema de recomendação de musica em dispositivos moveis", 2007/2008
  49. Joao Carlos Loureiro de Jesus Oliveira, MSc St. FEUP (supervisor), "A Smarter YouTube - Sistema de organizacao automatica de video com base no seu conteudo semantico", 2007/2008
  50. Guilherme Artur Conceicao Capela, MSc St. FEUP (supervisor), "Reconhecimento de simbolos musicais manuscritos na framework Gamera", 2008
  51. Filipe Emanuel Amaro Coelho, MSc St. FEUP (supervisor), "Sistema automatico de reconhecimento do montante de um cheque", 2008
  52. Guilherme Artur Conceicao Capela, undergraduate st. FEUP (co-supervisor), "Sistema automatico de reconhecimento de pautas musicais manuscritas" (system design and implementation), 2007
  53. Ana Maria Silva Rebelo, undergraduate st. FCUP (co-supervisor), "Reconhecimento automatico de pautas musicais manuscritas" (algorithm investigation and implementation), 2007
  54. Silvia Maria Faria Saramago, undergraduate st. FEUP (co-supervisor), "Extracção 3D da estrutura da cena e dos parâmetros da câmara", 2003

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Mass Segmentation in Mammograms: a Cross-Sensor comparison of deep and tailored features

Jaime S. Cardoso, Nuno Marques, Neeraj Dhungel, Gustavo Carneiro, Andrew Bradley
Conference Papers Proceedings of the IEEE International Conference on Image Processing (ICIP)

bibtex

@inproceedings{JaimeICIP2017, author = "Jaime S. Cardoso and Nuno Marques and Neeraj Dhungel and Gustavo Carneiro and Andrew Bradley", title = "Mass Segmentation in Mammograms: a Cross-Sensor comparison of deep and tailored features", booktitle = "Proceedings of the IEEE International Conference on Image Processing (ICIP)", url = "http://www.inescporto.pt/~jsc/publications/conferences/2017JaimeICIP.pdf", year = "2017", }.

Deep Learning and Data Labeling for Medical Applications

Gustavo Carneiro, Diana Mateus, Loic Peter, Andrew Bradley, Joao M. R. S. Tavares, Vasileios Belagiannis, Joao Paulo Papa, Jacinto C. Nascimento, Marco Loog, Zhi Lu, Jaime S. Cardoso, Julien Cornebise
Edited bookFirst International Workshop, LABELS 2016, and Second International Workshop, DLMIA 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Proceedings

bibtex

@book{CardosoMICCAIDLMIA2016, year="2016", title="Deep Learning and Data Labeling for Medical Applications", subtitle = "First International Workshop, LABELS 2016, and Second International Workshop, DLMIA 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Proceedings", volume="10008", editor = "Gustavo Carneiro and Diana Mateus and Loïc Peter and Andrew Bradley and João Manuel R. S. Tavares and Vasileios Belagiannis and João Paulo Papa and Jacinto C. Nascimento and Marco Loog and Zhi Lu and Jaime S. Cardoso and Julien Cornebise" }

Discriminative Directional Classifiers

Kelwin Fernandes, Jaime S. Cardoso
Journal Paper Neurocomputing

bibtex

@article{KelwinNC2016, author = "Kelwin Fernandes and Jaime S. Cardoso", title = "Discriminative Directional Classifiers", journal = "Neurocomputing", year = "2016", type = "article", pages = "141--149", url = "http://www.inescporto.pt/~jsc/publications/journals/2016KelwinNeuroComputing.pdf", }

Robust Iris Localisation in Challenging Scenarios

Joao C. Monteiro, Ana F. Sequeira, Helder P. Oliveira, Jaime S. Cardoso
Book Chapter Computer Vision, Imaging and Computer Graphics: Theory and Applications (Springer)

bibtex

@inbook{JoaoCMonteiro2014, author="Joao C. Monteiro and Ana F. Sequeira and Helder P. Oliveira and Jaime S. Cardoso", editor= "Sebastiano Battiano and Sabine Coquillart and Robert Laramee and Andreas Kerren and Jose Braz", title = "Computer Vision, Imaging and Computer Graphics: Theory and Applications", chapter= "Robust Iris Localisation in Challenging Scenarios", pages = "146--162", publisher = "Springer", year= "2014", url = "http://www.inescporto.pt/~jsc/publications/conferences/2014JMonteiroCVICG.pdf", }

Current Teaching

  • 2017 2016

    Programming 2

    2nd semester, FEUP/DEEC, MIEEC, 1 year, L

  • 2017 2016

    Image Analysis and Recognition

    2nd semester, FEUP/DEEC, PDEEC

  • 2017 2016

    Statistics and Probability

    1st semester, FEUP/DEEC, MIEEC, 2 year, T and P

  • 2017 2016

    Machine Learning

    1st semester, FEUP/DEEC, PDEEC

Teaching History

  • 2016 2015

    Information Theory

    2nd semester, FEUP/DEEC, PDEEC

  • 2016 2015

    Information Theory

    2nd semester, FEUP/DEEC, MEINF

  • 2016 2015

    Computational Learning

    2nd semester, FEUP/DEEC, MEINF

  • 2016 2015

    Statistics and Probability

    1st semester, FEUP/DEEC, MIEEC, 2 year, T and P

  • 2016 2015

    Machine Learning

    1st semester, FEUP/DEEC, PDEEC

  • 2015 2014

    Information Theory

    2nd semester, FEUP/DEEC, PDEEC

  • 2015 2014

    Information Theory

    2nd semester, FEUP/DEEC, MEINF

  • 2015 2014

    Computational Learning

    2nd semester, FEUP/DEEC, MEINF

  • 2015 2014

    Statistics and Probability

    1st semester, FEUP/DEEC, MIEEC, 2 year, T and P

  • 2015 2014

    Machine Learning

    1st semester, FEUP/DEEC, PDEEC

At My Office

You can find me at my office located at University of Porto.

I am at my office every day, but you may consider a call to fix an appointment.

At My Work

You can find me at my Work located at University of Porto.

I am at my office every day, but you may consider a call to fix an appointment.

At My Lab

You can find me at my office located at University of Porto.

I am at my office every day, but you may consider a call to fix an appointment.