https://www.nature.com/articles/s41746-019-0168-z
Alison Callahan, Jason A. Fries, Christopher Ré, James I. Huddleston III, Nicholas J. Giori, Scott Delp & Nigam H. Shah
npj Digital Medicine volume 2, Article number: 94 (2019)
“Our methods complement existing surveillance mechanisms by requiring orders of magnitude less hand-labeled training data, offering a scalable solution for national medical device surveillance using electronic health records.”