Grader Variability and the Importance of Reference Standards for Evaluating Machine Learning Models for Diabetic RetinopathyJonathan Krause, Dale R. Webster, Greg S. Corrado et al.|Ophthalmology|2018Cited by 549
How to Read Articles That Use Machine LearningYun Liu, Lily Peng, Po-Hsuan Cameron Chen et al.|JAMA|2019Cited by 517
Using a Deep Learning Algorithm and Integrated Gradients Explanation to Assist Grading for Diabetic RetinopathyRory Sayres, Dale R. Webster, Ankur Taly et al.|Ophthalmology|2018Cited by 417
Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening programPaisan Ruamviboonsuk, Dale R. Webster, Jonathan Krause et al.|npj Digital Medicine|2019Cited by 225
Deep Learning and Glaucoma SpecialistsSonia Phene, Dale R. Webster, R. Carter Dunn et al.|Ophthalmology|2019Cited by 185