Self-supervised learning in medicine and healthcare.
Krishnan R, Rajpurkar P, Topol EJ.
Krishnan R, et al.
Nat Biomed Eng. 2022 Dec;6(12):1346-1352. doi: 10.1038/s41551-022-00914-1. Epub 2022 Aug 11.
Nat Biomed Eng. 2022.
PMID: 35953649
Review.
In this Review, we highlight self-supervised methods and models for use in medicine and healthcare, and discuss the advantages and limitations of their application to tasks involving electronic health records and datasets of medical images, bioelectrical signals, and seque …
In this Review, we highlight self-supervised methods and models for use in medicine and healthcare, and discuss the advantages and limitatio …