Merlin Engelke

Team Lead

Postdoc

MeDict

Institute for AI in Medicine, Germany

Publications

2026

A Multi-Site Label Trap in Shape-Based Endometriosis Detection: What Female Pelvic-Organ Shape Does (and Does Not) Encode Gijs Luijten, Merlin Engelke, Richard Ruppel, Jan Egger Joint Computer-Assisted Pelvic Imaging (CAPI) and Women’s Health (WOMEN) Workshops, MICCAI 2026 — 2026-10 AI and Blood Banking: Predicting Transfusion Demand - A Systematic Review of Forecasting Approaches Merlin Engelke, Osman Alperen Çinar-Koraş, Jens Kleesiek, Peter A. Horn Transfusion Medicine and Hemotherapy — 2026-06 Configurable Clinical Information Extraction with Agentic RAG: What Works, What Breaks, and Why Osman Alperen Çinar-Koraş, Marie Bauer, Sameh Khattab, Merlin Engelke, Moon Kim, Stephan Settelmeier, Shigeyasu Sugawara, Fabian Freisleben, Felix Nensa, Jens Kleesiek arXiv — 2026-06

2025

FHIR-Former: enhancing clinical predictions through Fast Healthcare Interoperability Resources and large language models Merlin Engelke, Giulia Baldini, Jens Kleesiek, Felix Nensa, Amin Dada Journal of the American Medical Informatics Association — 2025-10 Implementierung von künstlicher Intelligenz (KI) im Gesundheitswesen: Historische Entwicklung, aktuelle Technologien und Herausforderungen Jill von Conta, Merlin Engelke, Fin Hendrik Bahnsen, Amin Dada, Elisabeth Liebert, Felix Nensa, Jens Kleesiek, Anke Diehl Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz — 2025-06-25