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. 2023 Apr 4;18(4):e0283562. doi: 10.1371/journal.pone.0283562

Table 2. Slide-level hold-out testing results on H&E-stained slides.

K = 5000 for BCR-Net results. Values are reported with mean ± standard deviation across the five folds.

Method AUC Accuracy Low risk High risk F1-score
CLAM [37] 0.716±0.022 0.644±0.027 0.688±0.147 0.600±0.166 0.617±0.070
TransMIL [53] 0.6321±0.054 0.556±0.049 0.578±0.237 0.533±0.285 0.546±0.091
BCR-Net 0.775±0.079 0.700±0.030 0.689±0.049 0.711±0.099 0.700±0.051