This article discusses the performance evaluation metrics for knee injury grading using MRI scans. The metrics include mean accuracy, Flops, Params, Cohen’s-κ correlation coefficient, Pearson’s r correlation coefficient, Matthews correlation coefficient, Jaccard similarity coefficient, TP, TN, FP, FN, accuracy, specificity, sensitivity, precision, and F1-score. The article also highlights the challenges posed by the small size of the meniscus in knee MRI images and the approach used in the study to overcome this challenge.
