TABLE 3.
Dice accuracy at pixel-wise criteria and F1 score for four CSVDs.
Our model | Doctors | |
Dice Accuracy (Pixel-wise) | 0.598 | 0.576 |
Region F1 score | 0.725 | 0.691 |
Dice accuracy at pixel-wise criteria and F1 score for four CSVDs of 30 patients according to the predictions made by six doctors (Neuroradiologists) and by our model, concerning the reference standard. In the pixel-wise evaluation, the images and masks have a resolution of 224 × 224 pixels.