Organizers:
Le Lu (PAII Inc., USA), Nicolas Padoy (University of Strasbourg, France), Tal Arbel (McGill University, Canada), Lena Maier-Hein (German Cancer Research Center), Qi Dou (The Chinese University of Hong Kong), Vasileios Belagiannis (Universität Ulm, Germany)
Date:
June 20th, 2021
Thanks to all the speakers who made this virtual event a great success!
The event was featured in CVPR Daily!
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The talks can still be watched below.
Link to MCV@CVPR22
The program features invited talks from leading researchers from academia, clinician and industry.
Prof. Parvin Mousavi (Queen’s University, Canada) - "MD + Machine: Reimagining Surgical Oncology in the Age of Learning Models"
Prof. Dorothy Tzu-Chen Yen (Chang Gung University, Taiwan) - "Values of AI-based Medical Images -- from a Clinician Point of View"
Prof. Gustavo Carneiro (University of Adelaide, Australia) - "Anomaly Detection and Localisation in Medical Image Analysis"
Prof. Philip Wai-Yan Chiu (The Chinese University of Hong Kong, Hong Kong) - "AI in Endoscopy and Minimally Invasive Surgery"
Prof. Stefanie Speidel (National Center for Tumor Diseases (NCT) Dresden, Germany) - "Video Analysis for Context-aware Assistance in Surgery"
Prof. Björn Menze (University of Zurich, Switzerland) - "On Vessels and Networks"
Dr. Paul F. Jaeger (German Cancer Research Center, Germany) - "nnU-Net: Automated Design of Deep Learning Methods for Biomedical Image Segmentation"
Dr. Shadi Albarqouni (Helmholtz Zentrum München, Germany) - "Towards Deep Federated Learning in Healthcare"
Prof. Elliot Fishman (JHMI, USA) - "The Role of AI in the Earlier Detection of Pancreatic Cancer: The Felix Project"
Dr. Yuyin Zhou (Stanford, AIMI, USA) - "Diagnose Like a Doctor: Integrating Domain Knowledge into Medical AI"
Prof. Mathias Unberath (Johns Hopkins University, USA) - "Self-supervised Learning and 3D Vision Under Photometric Incosistency for Quantitative Endoscopy"