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. 2023 Jul 10;17:1204186. doi: 10.3389/fninf.2023.1204186

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.