Performances of artificial intelligence in detecting pathologic myopia: a systematic review and meta-analysis.

ABSTRACT:

Background/objective

Pathologic myopia (PM) is a major cause of severe visual impairment and blindness, and current applications of artificial intelligence (AI) have covered the diagnosis and classification of PM. This meta-analysis and systematic review aimed to evaluate the overall performance of AI-based models in detecting PM and related complications.

Methods

We searched PubMed, Scopus, Embase, Web of Science and IEEE Xplore for eligible studies before Dec 20, 2022. The methodological quality of included studies was evaluated using the Quality Assessment for Diagnostic Accuracy Studies (QUADAS-2). We calculated the pooled sensitivity (SEN), specificity (SPE) and the summary area under the curve (AUC) using a random effects model, to evaluate the performance of AI in the

SUBMITTER: Zhang Y 

PROVIDER: S-EPMC10141825 | biostudies-literature | 2023 Apr

REPOSITORIES: biostudies-literature