Fig. 6

Model training and validation accuracy for evaluating the severity of mitral regurgitation. This figure depicts the accuracy curves during the training and validation phases of the deep learning model designed to evaluate the severity of mitral regurgitation. The blue line represents the training accuracy, whereas the red line represents the validation accuracy. The graph illustrates the progression of accuracy over multiple epochs, highlighting the learning and generalization capabilities of the model