How to Read Articles That Use Machine Learning
Author:
Affiliation:
1. Google Health, Palo Alto, California
Publisher
American Medical Association (AMA)
Subject
General Medicine
Link
https://jamanetwork.com/journals/jama/articlepdf/2754798/jama_liu_2019_ug_190001.pdf
Reference40 articles.
1. Evaluation of automated teleretinal screening program for diabetic retinopathy.;Walton;JAMA Ophthalmol,2016
2. Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs.;Gulshan;JAMA,2016
3. Development and validation of a deep learning system for diabetic retinopathy and related eye diseases using retinal images from multiethnic populations with diabetes.;Ting;JAMA,2017
4. Evaluation of artificial intelligence-based grading of diabetic retinopathy in primary care.;Kanagasingam;JAMA Netw Open,2018
5. Users’ guides to the medical literature, III: how to use an article about a diagnostic test, A: are the results of the study valid?;Jaeschke;JAMA,1994
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