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Integrating federated learning for improved counterfactual explanations in clinical decision support systems for sepsis therapy

Christoph Düsing, Philipp Cimiano, Sebastian Rehberg, Christiane Scherer, Olaf Kaup, Christiane Köster, Stefan Hellmich, Daniel Herrmann, Kirsten Laura Meier, Simon Claßen, Rainer Borgstedt. Integrating federated learning for improved counterfactual explanations in clinical decision support systems for sepsis therapy. Artificial Intelligence in Medicine, 157:102982, 2024. [doi]

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