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Resume (English only)
Academic Achievements
Recognized as one of the World's Top 2% Scientists. Holds multiple academic identifiers such as ORCID: 0000-0002-3760-2473, Scopus ID: 9245302400, etc.
Research Experience
Currently a Full Professor at the Faculty of Engineering, University of Porto. Research areas include computer vision, image processing, machine learning, and decision support systems based on visual data analysis, with a special focus on medical imaging and biometrics.
Education
Licentiate (5-year Licenciatura) in ECE from University of Porto, Faculty of Engineering in 1999; Master in Mathematical Engineering from University of Porto, Faculty of Sciences in 2005; Ph.D. in ECE (Computer Vision) from University of Porto, Faculty of Engineering in 2006, with a thesis titled 'Metadata Assisted Image Segmentation'.
Background
Full name: Jaime dos Santos Cardoso. Full Professor at Faculdade de Engenharia da Universidade do Porto (FEUP). Also involved in R&D activities at INESC TEC's Centre for Telecommunications and Multimedia. Co-founder of the Breast Research Group and the Visual Computing and Machine Intelligence Group (VCMI), focusing on computer vision and pattern recognition.
Miscellany
Research interests include but are not limited to: Computer Vision, Machine Learning, Deep Learning, Imbalance Data and Open set classification, Ordinal Data, Directional Data, Data Efficient Learning, Never Ending Learning, Medical Image Analysis (especially Breast Cancer, Cervical Cancer, Infantile Hemangioma), Medical Decision Support Systems, Biometrics.