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Tutorial: Pillars of Forgetting & Lifelong Evaluation – MICCAI 2023

DAICOW: THE 1ST MICCAI TUTORIAL ON DYNAMIC AND CONTINUAL AI FOR MEDICAL IMAGING

Abstract: Learn the technical, clinical and regulatory aspects of developing continual learning solutions. Let us take you through the process of building and deploying medical AI products that learn continuously over their lifetime in an interactive half-day tutorial taking place in conjunction with the 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI). We will cover potential sources of domain shift, continual learning metrics and strategies, and regulatory guidelines.

Please take a look at the slides of the tutorial or watch the following video recording