Table 5.
Segmentation results of using Dice loss on the IF image muscle fiber datasets
Loss | Evaluation index | |||||
---|---|---|---|---|---|---|
Cross-entropy loss | Dice loss | Focal loss | DSC | IoU | Precision | Recall |
√ | √ | 0.913 | 0.845 | 0.915 | 0.909 | |
√ | 0.897 | 0.819 | 0.899 | 0.896 | ||
√ | 0.892 | 0.811 | 0.906 | 0.881 |
Values in bold indicate the best experimental results