Table 5. A comparison between the classification scores obtained by the DL, HC feature fusion, and the FUSI-CAD system.
Accuracy (std)(95% Confidence Interval) | AUC (std) (95% Confidence Interval) | Sensitivity (std) (95% Confidence Interval) | Specificity (std) (95% Confidence Interval) | Precision (std) (95% Confidence Interval) | F1 score (std) (95% Confidence Interval) | DOR (std) (95% Confidence Interval) | |
---|---|---|---|---|---|---|---|
DL FUSION | 98.6% | 1.00 | 0.981 | 0.99 | 0.99 | 0.986 | 4,851 |
(0.001) | (0) | (0.001) | (0) | (0) | (0) | (0) | |
[0.985–0.986] | [1–1] | [0.981–0.981] | [0.99–0.99] | [0.99–0.99] | [0.986–0.986] | [4,851–4,851] | |
HC FUSION | 98% | 0.995 | 0.976 | 0.984 | 0.984 | 0.98 | 2,846.455 |
(0.003) | (0.006) | (0.006) | (0.006) | (0.006) | (0.005) | (1,607.139) | |
[0.978–0.981] | [0.992–0.997] | [0.973–0.978] | [0.981–0.986] | [0.981–0.986] | [0.977–0.983] | [1,968.2–3,724.7] | |
FUSI-CAD | 99% | 1.00 | 0.99 | 0.99 | 0.99 | 0.99 | 9,801 |
(0.002) | (0) | (0) | (0) | (0) | (0) | (0) | |
[0.988–0.991] | [1–1] | [0.99–0.99] | [0.99–0.99] | [0.99–0.99] | [0.99–0.99] | [9,801–9,801] |
Note:
Bold values indicate the highest results.