Medical informed machine learning: A scoping review and future research directions

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Florian Leiser, Sascha Rank, Manuel Schmidt-Kraepelin, Scott Thiebes, Ali Sunyaev

Published: 2023, Last Modified: 12 Nov 2025Artif. Intell. Medicine 2023EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•In recent years, ML models are frequently combined with domain knowledge.•Medical DK is provided by experts, so research should investigate their decisions.•The motives for MedIML are manifold and guidelines on including DK are required.•MedIML approaches target custom issues, so multiple approaches should be combined.