MedAug: Contrastive learning leveraging patient metadata improves representations for chest X-ray interpretation

Yen Nhi Truong Vu, Richard Wang, Niranjan Balachandar, Can Liu, Andrew Y. Ng, Pranav Rajpurkar. MedAug: Contrastive learning leveraging patient metadata improves representations for chest X-ray interpretation. In Ken Jung, Serena Yeung, Mark P. Sendak, Michael W. Sjoding, Rajesh Ranganath, editors, Proceedings of the Machine Learning for Healthcare Conference, MLHC 2021, 6-7 August 2021, Virtual Event. Volume 149 of Proceedings of Machine Learning Research, pages 755-769, PMLR, 2021. [doi]

Abstract

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