Biomedical Imaging, Artificial Intelligence in Medicine

Julia A. Schnabel, PhD, FIEEE FMICCAI FELLIS

Professor for Computational Imaging and AI in Medicine

Helmholtz Distinguished Professorship
Institute of Machine Learning in Biomedical Imaging
Helmholtz Munich, Ingolstädter Landstr. 1, D – 85764 Neuherberg
iml.office@helmholtz-munich.de

TUM Liesel Beckmann Distinguished Professorship
TUM School of Computation, Information and Technology;
and TUM Institute for Advanced Study
Technical University of Munich, Lichtenbergstr. 2a, D - 85748 Garching
office@compai.cit.tum.de

Chair in Computational Imaging
School of Biomedical Imaging and Imaging Sciences, King’s College London
5th floor Becket House, 1 Lambeth Palace Road, London SE1 7EU, UK

Executive Editor, Machine Learning in Biomedical Imaging (melba-journal.org)
Medical Image Computing and Computer Assisted Intervention - MICCAI’24, Marrakesh, Morocco (miccai.org)
Computer Assisted Intervention - MICCAI’24, Marrakesh, Morocco (miccai.org)

Publications

Reliable artificial intelligence, Medical image computing, Probabilistic methods

Klinikum rechts der Isar der TU München, Radiologie - Oberarzt, MHBA

Publications

Representation learning, Cardiac imaging

Publications

Self-supervised Learning, Transfer Learning, Survival Analysis

Publications

Interpretable Machine Learning, Anomaly Detection

Publications

Magnetic Resonance Imaging, Deep learning, Image reconstruction

Publications

Mathematical Foundations of Privacy Preserving AI, Probability Theory

Machine Learning, Magnetic Resonance Imaging, Motion Detection & Correction

Publications