Merlin Engelke

Team Lead MeDict

Institute for AI in Medicine, Germany

Publications

2026

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 Configurable Clinical Information Extraction with Agentic RAG: What Works, What Breaks, and Why Osman Alperen Çinar-Koraş, Marie Bauer, Sameh Khattab, Merlin Engelke, Moon-Sung Kim, Stephan Settelmeier, Shigeyasu Sugawara, Fabian Freisleben, Felix Nensa, Jens Kleesiek arXiv

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 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