Tuesday, 14 Dec 2021, 07:50 AM - 05:00 PM (Eastern Standard Time)

Session I, 07:50 AM - 10:00 AM, Live Stream (Moderator: Qi Dou, Islem Rekik)

07:50 AM Welcome & Opening Remarks (Live Stream)

08:00 AM Keynote I: Solving Radiology – Bram van Ginneken (Radboud University)

08:45 AM Keynote II: AI in Medical Imaging: Recent Research, Challenges and the Future – Mohammad Yaqub (MBZUAI)

09:30 AM Oral Session I

• 09:30 AM – Uncertainty Quantification in End-to-End Implicit Neural Representations for Medical Imaging – Francisca Vasconcelos (University of Oxford)

• 09:45 AM – Cross Modality 3D Navigation Using Reinforcement Learning and Neural Style Transfer – Cesare Magnetti (Imperial College London)

Poster Session I & Coffee Break, 10:00 AM - 11:00 AM, Gather.Town

Session II, 11:00 AM - 01:00 PM, Live Stream (Moderator: Jonas Teuwen, Darko Stern)

11:00 AM Keynote III: Reading the Future from Images: Learning Robust Cancer Risk Models – Regina Barzilay (MIT)

11:45 AM Keynote IV: Machines at the Bedside: Clinical Ethics Issues in Healthcare AI – Melissa McCradden (The Hospital for Sick Children)

12:30 PM Oral Session II

• 12:30 PM – Label Cleaning Multiple Instance Learning: Refining Coarse Annotations on Single Whole-Slide Images – Zhenzhen Wang (Johns Hopkins University)

• 12:45 PM – Conditional Alignment and Uniformity for Contrastive Learning with Continuous Proxy Labels – Benoit Dufumier (CEA Saclay)

Poster Session II & Coffee Break, 01:00 PM - 02:00 PM, Gather.Town

Session III, 02:00 PM - 04:00 PM, Live Stream (Moderator: Xiaoxiao Li, Qi Dou)

02:00 PM Keynote V: Artificial Intelligence in Medicine using Multimodality Clinical Data - Quanzheng Li (MGH and HMS)

02:45 PM Keynote VI: Unlocking the Translational Potential of Resting-State Data – Archana Venkataraman (Johns Hopkins University)

03:30 PM Oral Session III

• 03:30 PM – Medical Image Synthesis with Residual Vision Transformers – Onat Dalmaz (Bilkent University)

• 03:45 PM – Variable Importance on Medical Images and Socio-Demographic Data – Ahmad Chamma (Inria)

Session IV, 04:00 PM - 05:00 PM, Live Stream (Moderator: Aasa Feragen)

04:00 PM RealNoiseMRI Challenge