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. 2022 Mar 17;30(1):313–320. doi: 10.1007/s12350-022-02940-7

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