Fig. 3From: A machine learning-based clinical tool for diagnosing myopathy using multi-cohort microarray expression profilesDisease-specific ROC curves for model discrimination using the top 500 genes. Classes were balanced using an augmentation strategy of sampling to twice the mean class size (N = 2520). Optimal thresholds were determined using a Youden’s J statistic and are indicated on each disease-specific ROC curve by crossesBack to article page