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BMJ· 2020Q1· Review

Artificial intelligence versus clinicians: systematic review of design, reporting standards, and claims of deep learning studies

Myura Nagendran, Yang Chen, Christopher A. Lovejoy, Anthony Gordon et al.

Short summary

A systematic review of 81 non-randomized deep learning studies in medical imaging found that only 6% were tested in a real-world clinical setting, 58% had high risk of bias, and data/code availability was lacking in 95% and 93% of studies, respectively.

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Field: Health Informatics

Health InformaticsMedicine