A Clinician's Guide to Artificial Intelligence: How to Critically Appraise Machine Learning Studies

• Published in: Translational vision science & technology Vol. 9; no. 2; p. 7
• Main Authors: Faes, Livia, Liu, Xiaoxuan, Wagner, Siegfried K., Fu, Dun Jack, Balaskas, Konstantinos, Sim, Dawn A., Bachmann, Lucas M., Keane, Pearse A., Denniston, Alastair K.
• Format: Journal Article
• Language: English
• Published: United States The Association for Research in Vision and Ophthalmology 12.02.2020
• Subjects: Artificial Intelligence; Delivery of Health Care; Machine Learning; Special Issue; critical appraisal; machine learning; artificial intelligence

In recent years, there has been considerable interest in the prospect of machine learning models demonstrating expert-level diagnosis in multiple disease contexts. However, there is concern that the excitement around this field may be associated with inadequate scrutiny of methodology and insufficie...