Papers on AI for prediction in medicine
—How good is #AI for prediction in medicine?— Eric Topol (@EricTopol) July 29, 2018
—We don't know.
All 12 papers I've summarized are in silico, retrospective, many w/ statistical methodologic issues, and we've yet to see a prospective validation study in a real world clinical environment. pic.twitter.com/hts8YLQvg7
To make finding these papers easier, I’ve reproduced the table (without N or AUC), added a few more studies, and linked to PDFs. These are good papers for biomedical researchers or clinicians who are interested in informatics, or for data scientists and engineers interested in medicine. Use this for your journal club schedule!
|In-hospital mortality, unplanned readmission, prolonged LOS, final discharge dx||Rajkomar, A. et al. Scalable and accurate deep learning for electronic health records. npj Digit. Med. 1–10 (2018)|