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Do as AI say: susceptibility in deployment of clinical decision-aids

Gaube, Susanne ; Suresh, Harini ; Raue, Martina ; Merritt, Alexander ; Berkowitz, Seth J. ; Lermer, Eva ; Coughlin, Joseph F. ; Guttag, John V. ; Colak, Errol ; Ghassemi, Marzyeh



Abstract

Artificial intelligence (AI) models for decision support have been developed for clinical settings such as radiology, but little work evaluates the potential impact of such systems. In this study, physicians received chest X-rays and diagnostic advice, some of which was inaccurate, and were asked to evaluate advice quality and make diagnoses. All advice was generated by human experts, but some ...

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