Table 2.
Summary of the dataset splitting
| Training | Validation | Testing | Testing (Finetune-part) | Testing (Evaluation) | |
|---|---|---|---|---|---|
| Patient count | 1,212 | 173 | 347 | 347 | 347 |
| Slices count | 580,871 | 74,279 | 149,527 | 29,893 | 119,634 |
| Slices/patient (Mean ± S.D.) | 479.26 ± 761.96 | 429.70 ± 658.27 | 430.91 ± 632.15 | 86.15 ± 127.31 | 344.77 ± 493.6 |
| Min slice count | 10 | 10 | 10 | 2 | 8 |
| Max slice count | 6,339 | 4,507 | 4,186 | 837 | 3349 |
| SBP (mmHg, Mean ± S.D.) | 126.26 ± 20.87 | 125.91 ± 21.94 | 129.34 ± 22.06 | 129.58 ± 21.50 | 129.29 ± 21.15 |
| DBP (mmHg, Mean ± S.D.) | 67.49 ± 11.19 | 67.25 ± 11.34 | 67.40 ± 11.25 | 67.36 ± 11.29 | 67.41 ± 11.13 |
| SpO2 (%,Mean ± S.D.) | 97.21 ± 2.19 | 97.16 ± 2.31 | 97.27 ± 2.19 | 97.49 ± 2.15 | 97.22 ± 2.20 |