Table 7.
The performance of the developed network with addition, multiplication and subtract operations on the 10th-fold testing set in terms of the mean and standard deviation (SD) of DSC, IOU, BAC, Se, and HD (in pixel).
| DSC | IOU | BAC | Se | HD | ||
|---|---|---|---|---|---|---|
| Dataset | Operation | Mean±SD | Mean±SD | Mean±SD | Mean±SD | Mean±SD |
| Epithelium | Addition | 0.9288±0.0481 | 0.8706±0.0779 | 0.9667±0.0313 | 0.9357±0.0620 | 7.9404±1.7353 |
| Multiplication | 0.9050±0.0627 | 0.8320±0.0965 | 0.9365±0.0512 | 0.8746±0.1025 | 7.6783±1.5086 | |
| Subtraction | 0.9349±0.0466 | 0.8811±0.0757 | 0.9690±0.0262 | 0.9400±0.0516 | 7.5807±1.7206 | |
| Dataset | Operation | DSC | IOU | BAC | Se | HD |
| Mean±SD | Mean±SD | Mean±SD | Mean±SD | Mean±SD | ||
| Stroma | Addition | 0.9786±0.0163 | 0.9586±0.0301 | 0.9835±0.0153 | 0.9728±0.0312 | 8.7070±3.0603 |
| Multiplication | 0.9634±0.0377 | 0.9318±0.0649 | 0.9716±0.0323 | 0.9518±0.0628 | 10.358±4.2936 | |
| Subtraction | 0.9798±0.0150 | 0.9607±0.0276 | 0.9852±0.0134 | 0.9770±0.0259 | 8.1377±2.2932 |