@ IKIM
DE University Medicine Essen — Institute for Artificial Intelligence in Medicine
MML Medical Machine Learning
A research group at the Institute for AI in Medicine (IKIM) · University Hospital Essen

We treat patients
— not data.

The MML Group brings together the full breadth of medical and computational research at the Institute for AI in Medicine (IKIM) — building machine learning methods and carrying them from bits to bedside, into everyday clinical care.

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276
Publications
63
Researchers
2020
Founded
What we do

Four pillars

All areas »
Research Scientific work in the lab, the clinic and digital environments — e.g. FHIR, VR and multimodal data. More info » Teaching Training students and physicians, public tech talks and outreach for the next generation. More info » Transfer Translating project results into the clinic and industry — from idea to the bedside. More info » Treatment Putting the developed solutions to work in real patient care, safely and reliably. More info »

Recent publications

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Journal · 2026 Large language models enable prognostic stratification of cancer patients using real-world clinical notes N. Kiermeyer, T. Lenfers, A. Dada, J. Friedrich, S. Khattab, J. Kleesiek, J. Keyl et al. Journal · 2026 Deep learning-derived sarcopenia marker predicts benefit from anti-EGFR therapy in patients with RAS wild-type metastatic colorectal cancer J. Keyl, R. Hosch, F. Hörst, P. Keyl, A. Dada, J. Kleesiek et al. Journal · 2025 Leveraging sarcopenia index by automated CT body composition analysis for pan-cancer prognostic stratification K. Borys, J. Haubold, J. Keyl, J. Kleesiek, F. Nensa et al.

The people behind MML

Meet the team »
Jens Kleesiek Professor of Translational Image-guided Oncology Moon-Sung Kim Team Lead Computational Nuclear Medicine · Deputy Director Jan Egger Team Lead AI-guided Therapies Monika Schmidt Team Lead Administration
IKIM — Institute for Artificial Intelligence in Medicine University Medicine Essen — Institute for Artificial Intelligence in Medicine

MML is a research group at the Institute for Artificial Intelligence in Medicine (IKIM) — a clinical-theoretical institute of University Medicine Essen and the University of Duisburg-Essen.

Get in touch

Building clinical AI together

Cooperation, theses, press or a question — we would like to hear from you. And if you would like to work on this with us: we welcome speculative applications at any time, whether or not a position is advertised.

Contact us Working with us »