Author

C. Schneider

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Open access Aug 2026

Machine learning for population-level risk prediction of future cholangiocarcinoma

It is shown that ML models integrating biliary-disease associated health records and Gamma glutamyltransferase can stratify risk of future CCA, and demonstrates the potential of data-driven models in personalised screening for hepatobiliary cancer.

F. van Haag, J. Clusmann, Paul-Henry Koop et al. · EBioMedicine · 0 citations

Review Aug 2026

Safety and security of large language models in healthcare

The Review examines rapid LLM adoption in clinical care, outlining emerging security and safety risks across development stages, key protective layers, clinically relevant threats and current mitigation responsibilities in a single integrated framework.

J. Clusmann, O. Freyer, Max Ostermann et al. · Nature · 1 citation