MIB Expert Talk Series

Medical Imaging & Artificial Intelligence
Twice a year, we offer you an Expert Talk on varying topics around Medical Imaging and Image Analysis using AI. Register to our Newsletter, if you don’t want to miss any upcoming talks.

The second Expert Talk of the Medical Imaging Center Bonn (MIB) was held on March 14th 2022 by Prof. Shadi Albarqouni, Radiology, University Hospital Bonn

Second MIB expert talk on March 14th, starting at 4pm (CET)

Speaker: Professor Shadi Albarqouni, Clinic for Radiology, University Hospital Bonn.
Title: The Next Generation of AI in Medicine —Towards Deep Federated Learning in Healthcare

After a 30-minute talk, the presentation will be followed by an open discussion.

Please register here
After registration, you will receive the login data for Zoom.

Summary:
Deep Learning (DL) has emerged as a leading technology in computer science for accomplishing many challenging tasks. This technology shows an outstanding performance in a broad range of computer vision and medical applications. However, this success comes at the cost of collecting and processing a massive amount of data, which are in healthcare often inaccessible due to privacy issues. Federated Learning is a new technology that allows training DL models without sharing the data. Using Federated Learning, DL models at local hospitals share only the trained parameters with a centralized DL model, which is, in return, responsible for updating the local DL models as well. Yet, a couple of well-known challenges in the medical imaging community, e.g., heterogeneity, domain shift, scarcity of labeled data, and multi-modal data, might hinder the utilization of Federated Learning. In this talk, a brief introduction about the clinical workflow and the common challenges for AI in Medicine will be presented before diving into the federated learning topic, its challenges, and potential solutions.

Dear colleagues, dear students, dear guests,

the Medical Imaging Center Bonn is happy to announce the launch of a new expert talk series on Medical Imaging and Artificial Intelligence.

We are cordially inviting you to join us for the first talk, given by Prof. Alexander Radbruch, on December 15th 2021 at 15:30h (CET):
Bridging the last mile – Applicability of AI in MR-Imaging

The event will be held via Zoom only, follow this link to join:
https://uni-bonn.zoom.us/j/95584534302?pwd=WVNDQjkyMm1lT05KYm9OUGVXSXAxUT09

Meeting-ID: 955 8453 4302
Password: MIB

We look very much forward to seeing you online.