Helmholtz Imaging Annual Conference 2024

Session

Helmholtz Foundation Model Initiative (HFMI)

15 May 2024, 10:10

FRAUENBAD Heidelberg

Conveners

Helmholtz Foundation Model Initiative (HFMI)

• Christian Schroer (DESY)

Description

Two talks on funded HFMI-Projects

67. The Human Radiome Project - Unlocking 3D Radiological Data Analysis with Next-Generation Foundation Models

Paul Jäger (DKFZ)

15/05/2024, 10:10

Talk

The Human Radiome Project consolidates an extensive and diverse collection of 3D radiological images such as MRI and CT scans into a foundational AI model, striving to deepen our understanding of human anatomy and pathologies. By representing the full spectrum of radiologic information, the “Human Radiome” is set to enhance personalized medicine, seamlessly integrating with non-imaging...

69. Synergy Unit: Developing, providing and networking foundation models

Dagmar Kainmüller (MDC)

15/05/2024, 10:25

Talk

While the individual projects concentrate on their specific problems, a Synergy Unit focuses on overarching issues that are relevant to all participating projects. For example, it deals with questions relating to the scalability of the models or training with the data sets. However, this is not simply a matter of exchanging solution approaches, but rather the central question of how research...