AI HORIZONS 2025 – Digital Image Analysis and Modeling

AI in Medicine: Imaging

Combining Modeling, Simulation, and AI for Sparse Data Learning

Prof. Dr.-Ing. Anja Hennemuth

This talk will present concepts for the integration of knowledge about anatomical structures, imaging physics or spatiotemporal relations into AI models Exemplary approaches include geometrical reconstruction and deep learning methods as well as training with uncertain labels and the generation of synthetic training data-