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Initial upload: MICCAI FLARE 2026 AutoMSC baseline models
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Dataset005_LUNA25

Task: Lung nodule segmentation on chest CT + malignancy classification (binary)

Per-Fold Results

Fold DSC (nodule) NSD (nodule) AUROC AUPRC Bal Acc F1
0 0.751 0.902 0.819 0.397 0.730 0.295
1 0.724 0.886 0.900 0.567 0.719 0.545
2 0.749 0.911 0.880 0.509 0.802 0.513
3 0.732 0.892 0.884 0.531 0.807 0.444
4 0.735 0.895 0.867 0.440 0.804 0.470
Mean 0.738 0.897 0.870 0.489 0.772 0.453
Std 0.012 0.010 0.031 0.069 0.044 0.096

Figures

Box plots Case sampling ROC/PRC Confusion matrix FP/FN cases