On BraTS-GoAT, a 3-seed deep ensemble's inter-member disagreement rises steeply under synthetic image corruption while single-model confidence stays flat, making disagreement the more shift-sensitive uncertainty signal.
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Reliability analysis for BraTS-GoAT segmentation: a controlled robustness study of deep-ensemble uncertainty
On BraTS-GoAT, a 3-seed deep ensemble's inter-member disagreement rises steeply under synthetic image corruption while single-model confidence stays flat, making disagreement the more shift-sensitive uncertainty signal.