Deep Learning-Based Magnetic Resonance Imaging Image Features for Diagnosis of Anterior Cruciate Ligament Injury

Figure 1

Analysis of diagnosis results of ACL injury based on deep learning algorithm. Accuracy comparison of transverse plane, coronal plane, and sagittal plane (a); recall rate comparison of transverse plane, coronal plane, and sagittal plane (b); AUC comparison of transverse plane, coronal plane, and sagittal plane (c). indicated that the accuracy, recall rate, and AUC of ACL injury were statistically different from that of meniscus injury ().

(a)

(b)

(c)