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. 2022 Jun 10;9:920716. doi: 10.3389/fmed.2022.920716

TABLE 5.

Performance of different backbones.

Backbone AUROC (95% CI) Training time Parameters
ResNet-50 0.91 (0.89–0.93) ×1.0 25.6 M
ResNet-101 0.92 (0.90–0.94) ×1.5 44.5 M
InceptionV3 0.89 (0.87–0.92) ×1.8 27.2 M

AUROC, area under the receiver operating characteristic curve; CI, confidence interval.