Table 3. Slice-based MR image counts used for train, validation, and testing of the KAGGLE data set on which the proposed model is trained and tested.
Data set name | NC | vmiD | miD | mD |
---|---|---|---|---|
Training data set | 2,050 | 1,075 | 573 | 42 |
Train+Data Augmented | 7,170 | 4,659 | 2,007 | 146 |
Validation data set | 510 | 717 | 287 | 10 |
Test data set | 640 | 448 | 179 | 12 |