Deep Learning in Medical Imaging: The Era of Foundation Models

3 avr. 2024, 16:40
50m
Centre de Conférences Marilyn et James Simons (Le Bois-Marie)

Centre de Conférences Marilyn et James Simons

Le Bois-Marie

35, route de Chartres CS 40001 91893 Bures-sur-Yvette Cedex

Orateur

Maria Vakalopoulou (Centralesupélec, Université Paris-Saclay)

Description

Deep learning methods have a very important role in medical imaging and it had gain a lot of attention the recent years. Currently, the community is working towards the development of large deep learning models that capture complex relations of the data and can address different tasks in a holistic way. In this talk, we will discuss about recent foundation models in medical imaging and we will focus on the opportunities and challenges of such algorithms as well as recent ways to tailored them on medical data.

Documents de présentation

Aucun document.