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. 2023 May 12;6:1181812. doi: 10.3389/frai.2023.1181812

Table 3.

IOU score for ETT segmentation based on single loss function.

Groups Loss function IOU score
Fold1 Fold2 Fold3 Fold4 Fold5 Mean
Region-base loss Dice 0.8583 0.8453 0.7290 0.7391 0.7797 0.7902
Tversky 0.6864 0.7201 0.7119 0.7541 0.8396 0.7424
Jaccard 0.8571 0.7007 0.6322 0.7229 0.7653 0.7356
Average = 0.7560
Distribution-based loss BCE 0.8648 0.8377 0.7893 0.8421 0.7865 0.8240
Focal 0.8849 0.8319 0.8004 0.8308 0.8412 0.8378
MCC 0.8841 0.8419 0.7732 0.8731 0.8616 0.8467
Average = 0.8361