Research Paper Volume 16, Issue 10 pp 8717—8731

Comprehensive clinical application analysis of artificial intelligence-enabled electrocardiograms for screening multiple valvular heart diseases

class="figure-viewer-img"

Figure 1. ROC curve analysis for VHD from a DLM based on age, sex, and ECG voltage–time traces. The receiver operating characteristic (ROC) curve (x-axis = specificity and y-axis = sensitivity) and area under the ROC curve (AUC) were calculated using the internal validation set (A) and external validation set (B). The operating point was selected based on the maximum Youden’s index in the tuning set, which was used for calculating the corresponding sensitivities and specificities in the two validation sets.