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SHAP-FL: Improving Explainability for Multicentric Sepsis Onset Prediction Through Background Dataset Synthesis

Christoph Düsing, Philipp Cimiano. SHAP-FL: Improving Explainability for Multicentric Sepsis Onset Prediction Through Background Dataset Synthesis. In Riccardo Bellazzi, José Manuel Juarez Herrero, Lucia Sacchi, Blaz Zupan, editors, Artificial Intelligence in Medicine - 23rd International Conference, AIME 2025, Pavia, Italy, June 23-26, 2025, Proceedings, Part I. Volume 15734 of Lecture Notes in Computer Science, pages 120-129, Springer, 2025. [doi]

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Christoph Düsing

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Philipp Cimiano

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