Federated Learning to Improve Counterfactual Explanations for Sepsis Treatment Prediction

Christoph Düsing, Philipp Cimiano. Federated Learning to Improve Counterfactual Explanations for Sepsis Treatment Prediction. In Jose M. Juarez, Mar Marcos, Gregor Stiglic, Allan Tucker, editors, Artificial Intelligence in Medicine - 21st International Conference on Artificial Intelligence in Medicine, AIME 2023, Portorož, Slovenia, June 12-15, 2023, Proceedings. Volume 13897 of Lecture Notes in Computer Science, pages 86-96, Springer, 2023. [doi]

Abstract

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