Evaluating Machine Learning Articles
Author:
Affiliation:
1. Harvard University, Boston, Massachusetts
2. Massachusetts General Hospital, Boston
Publisher
American Medical Association (AMA)
Subject
General Medicine
Link
https://jamanetwork.com/journals/jama/articlepdf/2754776/jama_doshivelez_2019_ed_190096.pdf
Reference9 articles.
1. How to read articles that use machine learning: Users’ Guides to the Medical Literature.;Liu;JAMA
2. How to evaluate a diagnostic marker test.;Nierenberg;JAMA,1988
3. Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs.;Gulshan;JAMA,2016
4. Adversarial attacks on medical machine learning.;Finlayson;Science,2019
5. Dissecting racial bias in an algorithm used to manage the health of populations.;Obermeyer;Science,2019
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