Table 6.
Breakdown of the results from the model from the inter device type transfer learning stage tested with the CHUAC dataset and by pathology.
| ACC | AUC | DICE | JACC | PREC | RECA | F1-SC | SENS | SPEC | |
|---|---|---|---|---|---|---|---|---|---|
| COVID-19 | |||||||||
| Mean | 0.9761 | 0.9705 | 0.9447 | 0.8961 | 0.9653 | 0.9655 | 0.9644 | 0.9444 | 0.9867 |
| St. dev. | 0.0100 | 0.0204 | 0.0241 | 0.0411 | 0.0205 | 0.0193 | 0.0145 | 0.0443 | 0.0108 |
| Normal | |||||||||
| Mean | 0.9801 | 0.9752 | 0.9528 | 0.9103 | 0.9724 | 0.9688 | 0.9701 | 0.9470 | 0.9906 |
| St. dev. | 0.0104 | 0.0158 | 0.0161 | 0.0288 | 0.0122 | 0.0171 | 0.0115 | 0.0373 | 0.0059 |
| Pathological | |||||||||
| Mean | 0.9769 | 0.9649 | 0.9414 | 0.8910 | 0.9674 | 0.9616 | 0.9637 | 0.9340 | 0.9891 |
| St. dev. | 0.0111 | 0.0334 | 0.0322 | 0.0532 | 0.0184 | 0.0256 | 0.0189 | 0.0525 | 0.0077 |