Low-Shot Deep Learning of Diabetic Retinopathy With Potential Applications to Address Artificial Intelligence Bias in Retinal Diagnostics and Rare Ophthalmic Diseases.

Importance: Recent studies have demonstrated the successful application of artificial intelligence (AI) for automated retinal disease diagnostics but have not addressed a fundamental challenge for deep learning systems: the current need for large, criterion standard-annotated retinal data sets for t...

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Bibliographic Details

Published in:	JAMA Ophthalmology Vol. 138; no. 10; pp. 1070 - 1078
Main Authors:	Burlina, Philippe, Paul, William, Mathew, Philip, Joshi, Neil, Pacheco, Katia D., Bressler, Neil M.
Format:	research tables/charts Journal Article
Published:	American Medical Association Oct2020
Online Access:	View this record in EBSCOhost