The performance of artificial intelligence-driven technologies in diagnosing mental disorders: an umbrella review.

ABSTRACT: Artificial intelligence (AI) has been successfully exploited in diagnosing many mental disorders. Numerous systematic reviews summarize the evidence on the accuracy of AI models in diagnosing different mental disorders. This umbrella review aims to synthesize results of previous systematic reviews on the performance of AI models in diagnosing mental disorders. To identify relevant systematic reviews, we searched 11 electronic databases, checked the reference list of the included reviews, and checked the reviews that cited the included reviews. Two reviewers independently selected the relevant reviews, extracted the data from them, and appraised their quality. We synthesized the extracted data using the narrative approach. We included 15 systematic reviews of 852 citations identified. The i

SUBMITTER: Abd-Alrazaq A 

PROVIDER: S-EPMC9262920 | biostudies-literature | 2022 Jul

REPOSITORIES: biostudies-literature