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PRE-CARE ML - Publications

Polat Erdeniz, S. et al. (2023). Computational Evaluation of Model-Agnostic Explainable AI Using Local Feature Importance in Healthcare. In: Juarez, J.M., Marcos, M., Stiglic, G., Tucker, A. (eds) Artificial Intelligence in Medicine. AIME 2023. Lecture Notes in Computer Science(), vol 13897. Springer, Cham. https://doi.org/10.1007/978-3-031-34344-5_14

Polat Erdeniz S, Kramer D, Schrempf M, Rainer PP, Felfernig A, Tran TNT, Burgstaller T, Lubos S. Machine Learning Based Risk Prediction for Major Adverse Cardiovascular Events for ELGA-Authorized Clinics1. Stud Health Technol Inform. 2023 May 2;301:20-25. doi: 10.3233/SHTI230006. PMID: 37172147

Shimizu et al. (2024). Machine learning-based risk prediction for major adverse cardiovascular events: development, external validation, and interpretability (under review)