Ensembling Neural Networks for Improved Prediction and Privacy in Early Diagnosis of Sepsis

Shigehiko Schamoni, Michael Hagmann, Stefan Riezler. Ensembling Neural Networks for Improved Prediction and Privacy in Early Diagnosis of Sepsis. In Zachary C. Lipton, Rajesh Ranganath, Mark P. Sendak, Michael W. Sjoding, Serena Yeung, editors, Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA. Volume 182 of Proceedings of Machine Learning Research, pages 123-145, PMLR, 2022. [doi]

Abstract

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