Table 7.
Algorithm | Processing time (s) |
---|---|
U-Net segmentation (inclusive of down-sampling and up-sampling time) | 16.08 |
Otsu thresholding | 0.04 |
Frame selection | 0.02 |
Patch extraction | 1.52 |
DenseNet-121 steatosis classification | 4.97 |
Total runtime | 22.64 |