Interesting paper: a guide to reading machine learning articles in @JAMA_current: jamanetwork.com/journals/jama/… ICYI, have a couple of thoughts to share about this paper 1/n pic.twitter.com/0eX0rw2ge7

Clinicians should verify the validity & impact of machine learning methods just as they would any other diagnostic or prognostic tool ja.ma/2O9AM15 ja.ma/2Qcy5yA

Clinicians should verify the validity & impact of machine learning methods just as they would any other diagnostic or prognostic tool ja.ma/2O9AM15 ja.ma/2Qcy5yA

Very helpful article out today @JAMA_current for docs, researchers, (and journal reviewers!) alike... "How to Read Articles That Use Machine Learning" -- ja.ma/3705ouN @google cc: @boback @iamritu @bnallamo @denniskomd @MikeTPhD

How to Read Articles That Use #MachineLearning: Users’ Guides to the Medical Literature. #RADAI #AI ⁦@JAMA_current⁩ ⁦@Radiology_AI⁩

Medical research articles that use machine learning are not easy to read or interpret. This @JAMA_current Guide to the Medical Literature is a concise and informative article on how to read machine learning articles. jamanetwork.com/journals/jama/… pic.twitter.com/Pz8Y4IGXB2

Interesting piece @JAMA_current by authors @GoogleAI providing a user's manual for interpreting articles on #MachineLearning & #Healthcare―from study design, to validation, interpretation & considerations for clinical implementation jamanetwork.com/journals/jama/… #AI pic.twitter.com/wNr5xBlthi

If one wants to have decent foundation for understanding #AI #ML #DNN in medicine and #pathology this is worth your time: How to Read Articles That Use Machine Learning: Users’ Guides to the Medical Literature | Diabetic Retinopathy | JAMA | JAMA Network

How to read articles that use machine learning: Users’ Guides to the Medical Literature

How to Read Articles That Use #MachineLearning: Users’ Guides to the Medical Literature | Diabetic Retinopathy | JAMA | JAMA Network

How to Read Articles That Use Machine Learning buff.ly/370qf0U. Nice guide on how to build machine learning and deep learning models, #AI, #artificial_intelligence, #DeepLearning pic.twitter.com/fsN3KkPFFB

Correct link for how to jamanetwork.com/journals/jama/… (thanks @erikrtn) The quote about logistic regression is from the commentary (the paper is more upbeat, mainly focused on medical image #AI study interpretation)

How to Read Articles That Use Machine Learning: Users’ Guides to the Medical Literature jamanetwork.com/journals/jama/… via @lhpeng et al