Table 2.
Confusion matrices of risk categories between DL-CACS and manual CACS. Weighted kappa value was 0.977
| Manual CACS | DL-CACS | Totala | Underestimationb | Overestimationb | Concordanceb | |||
|---|---|---|---|---|---|---|---|---|
| 0 | 1-100 | 101-400 | > 400 | |||||
| 0 | 0 | 1 | 0 | 0 | 1 | 0 (0%) | 1 (100%) | 0 (0%) |
| 1-100 | 0 | 49 | 0 | 0 | 49 | 0 (0%) | 0 (0%) | 49 (100%) |
| 101-400 | 0 | 1 | 23 | 2 | 26 | 1 (3.8%) | 2 (7.7%) | 23 (88.5%) |
| >400 | 0 | 0 | 0 | 36 | 36 | 0 (0%) | 0 (0%) | 36 (100%) |
CACS coronary artery calcium scoring; DL deep learning
an = 112 scans from 56 patients
b i.e., manual coronary artery calcium scoring as standard of reference