Deep Convolutional Neural Network–Based Diagnosis of Anterior Cruciate Ligament Tears

Abstract

Deep Convolutional Neural Network performance of ACL tear diagnosis can approach performance levels similar to fellowship-trained full-time academic musculoskeletal radiologists at 1.5 T and 3 T; however, the performance may decrease with increasing MRI examination heterogeneity.