Debiasing Deep Chest X-Ray Classifiers using Intra- and Post-processing Methods

Ricards Marcinkevics, Ece Ozkan, Julia E. Vogt. Debiasing Deep Chest X-Ray Classifiers using Intra- and Post-processing Methods. 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 504-536, PMLR, 2022. [doi]

Abstract

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