@ IKIM
University Medicine Essen — Institute for Artificial Intelligence in Medicine

Hans Christian Reinhardt

Publications

2026

Can one model fit all? Evaluating foundation models for time series forecasting across clinical medicine Gernot Pucher, Amin Dada, Aurel Agbodoyetin, Felix Nensa, Martin Schuler, Hans Christian Reinhardt, Jens Kleesiek, Christopher Sauer Artificial Intelligence in Medicine Development and Clinical Validation of a Multimodal AI Framework to Predict Persistent Fever During Antibiotic Therapy in Hospitalized Patients with Cancer Christopher Sauer, Gernot Pucher, Kevin Kopp, Aman Deep, Anna-Maria Stark, Marcel Wiesweg, Martin Schuler, Felix Nensa, Hans Christian Reinhardt, Jens Kleesiek Research Square

2025

278P Genetic subtype prediction in diffuse gliomas with a vision transformer-based model P. S. Gundla, F. Atak, M. Nezamabadi, N. Leimkühler, S. Alig, S. Klein, Jens Kleesiek, Hans Christian Reinhardt, E. Kocakavuk ESMO Real World Data and Digital Oncology Why implementing machine learning algorithms in the clinic is not a plug-and-play solution: a simulation study of a machine learning algorithm for acute leukaemia subtype diagnosis Gernot Pucher, Till Rostalski, Felix Nensa, Jens Kleesiek, Hans Christian Reinhardt, Christopher Sauer eBioMedicine

2024

Establishing Medical Intelligence - Leveraging FHIR to Improve Clinical Management: a retrospective cohort and clinical implementation study Alexander Brehmer, Christopher Sauer, Jayson Salazar Rodríguez, Kelsey Herrmann, Moon-Sung Kim, Julius Keyl, Fin Hendrik Bahnsen, Benedikt Frank, Martin Koehrmann, Tienush Rassaf, Amir-Abbas Mahabadi, Boris Hadaschik, Christopher Darr, Ken Herrmann, Susanne Tan, Jan Buer, Thorsten Brenner, Hans Christian Reinhardt, Felix Nensa, Michael Gertz, Jan Egger, Jens Kleesiek Journal of Medical Internet Research

2023

Establishing Medical Intelligence - Leveraging FHIR to Improve Clinical Management Alexander Brehmer, Christopher Sauer, Jayson Salazar, Kelsey Hermmann, Moon-Sung Kim, Julius Keyl, Fin Hendrik Bahnsen, Benedikt Frank, Martin Köhrmann, Tienush Rassaf, Amir-Abbas Mahabadi, Boris Hadaschik, Christopher Darr, Ken Herrmann, Susanne Tan, Jan Buer, Thorsten Brenner, Hans Christian Reinhardt, Felix Nensa, Michael Gertz, Jan Egger, Jens Kleesiek