Table 2.
Cross-validation on the UKBB and OXVASC datasets: performance metrics at candidate detection, discrimination, and post-processing steps.
Datasets | Steps | Cl. TPR | FPavg | Cl. prec |
---|---|---|---|---|
UKBB (SWI) | C. det. | 0.97 | 175.4 | 0.01 |
C. disc. | 0.95 | 24.2 | 0.09 | |
Postproc. | 0.93 | 1.5 | 0.59 | |
OXVASC (T2*-GRE) | C. det. | 0.93 | 195.7 | 0.02 |
C. disc. | 0.91 | 10.1 | 0.29 | |
Postproc. | 0.90 | 0.9 | 0.84 |
Cl. TPR and Cl. prec indicate cluster-wise TPR and cluster-wise precision, respectively. C. det - candidate detection, C. disc - candidate discrimination. FPavg values at a fixed cluster-wise TPR value of 95% are provided in the Supplementary Table S4.