IEEE Fellow; AIMBE Fellow; Professor in the Department of Biomedical Engineering, University of California at Davis; Associate Editor of the IEEE Transactions on Medical Imaging.

IEEE Fellow; Partner Applied Science Manager at Microsoft; Recipient of the Industrial Distinguished Leader at Asia-Pacific Signal and Information Processing Association (APSIPA) in 2021 and APSIPA Sadaoki Furui Prize Paper Award in 2023; Distinguished Industry Speaker for IEEE Signal Processing Society in 2025.

IEEE Fellow; James B. Davis Professor in Department of Electrical and Computer Engineering at Auburn University

Academician of the International Academy for Systems and Cybernetic Sciences; Foreign Academician of National Academy of Sciences of Mongolia; Honorary Member of National Academy of Sciences of Moldova; Professor at Business School, Sichuan University

IEEE Fellow; IAPR Fellow; Associate Professor in the Department of Automation, Tsinghua University; Co-Editor-of-Chief for Pattern Recognition Letters, Associate Editor for the IEEE Transactions on Image Processing, the IEEE Transactions on Circuits and Systems for Video Technology, the IEEE Transactions on Biometrics, Behavior, and Identity Science, and Pattern Recognition

IEEE Fellow; IET Fellow; CSEE Fellow; Professor of South China University of Technology and National Distinguished Expert in China

EurAI Fellow; Professor and Head of the Knowledge-Based Systems Research Group (KBS), Osnabrück University; Head of the research group on Plan-Based Robot Control, German Research Center for Artificial Intelligence (DFKI); Speaker of the DFKI Lab Niedersachsen at Osnabrück and Oldenburg

Member of the Academia Europaea; Recipient of Gottfried Wilhelm Leibniz Prize; Professor of Mathematics and Computer Science at Saarland University

Fellow of the Royal Society of Edinburgh; Fellow of the UK’s Academy of Medical Sciences; Fellow of the Royal College of Physicians; Fellow of the Royal College of Radiologists; Recipient of a Commander of the Order of the British Empire (CBE); Professor of Applied Neuroimaging at the University of Edinburgh, Foundation Chair in the UK Dementia Research Institute, Director of the Row Fogo Centre for Research into Ageing and the Brain, and Consultant Neuroradiologist for NHS Lothian.

Full Professor ("Professor Catedrático") at the Faculty of Engineering of the University of Porto, Portugal; IEEE Fellow class of 2022; Highly Cited Researcher in the field of Engineering in 2023; Top 2% of Scientists since 2019; Best Scientist 2022-2025 in Research.com; Primary Coordinator of the 5.2-million-euro FP7-EU project SiNGULAR, 2012-2015; Primary Coordinator of the 4.5-million-euro Horizon-EU project EU-DREAM, 2024-2027; Coauthored more than 500 journal publications; Won 5 Best Paper Awards at IEEE Conferences.

IEEE Fellow; EurAI Fellow; Full Professor at Faculty of Economics and Senior Researcher at Laboratory of Artificial Intelligence and Decision Support, University of Porto

EurAI Fellow; IEEE Fellow; Research Director at CNRS (Centre National de la Recherche Scientifique), affiliated with IRIT (Institut de Recherche en Informatique de Toulouse), Toulouse, France; Research Chair of the AI Interdisciplinary Institute ANITI (Artificial and Natural Intelligence Toulouse Institute), University of Toulouse.

IAPR Fellow; Professor at the Department of Computing, Sao Paulo State University, Bauru - Brazil; Research Fellow of the Alexander von Humboldt Foundation (Germany); Visiting Professor at Harvard University (2014-2015) and the Massachusetts Institute of Technology (2024-2025); His research interests include artificial intelligence, computer vision, and optimization.

IEEE Fellow; Professor at the Federal University of Piauí (UFPI), Brazil; Senior researcher at the Instituto de Telecomunicações, Portugal

IEEE Fellow; ACM Distinguished Member; Research Director as well as Research Professor at IMDEA Networks in Madrid, Spain.

Member of the Royal Netherlands Academy of Arts and Sciences (KNAW); IEEE Fellow; Fellow of the European Society of Cardiology; Fellow of the American College of Cardiology; Professor of Medical Image Processing at Leiden University Medical Center (LUMC), The Netherlands; CSO of Medis, The Netherlands; Former Editor-in-chief of the International Journal of Cardiovascular Imaging.