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Human Technopole, Otto von Guericke University Magdeburg
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Standard UAD evaluations for brain MRI are brittle, with a single axis-order mismatch capable of collapsing voxel AUROC from 0.873 to 0.583, while slice-level AUROC remains largely unaffected.
Unsupervised AI is poised to revolutionize biomedicine by unlocking insights from massive datasets, rivaling or surpassing supervised methods without relying on scarce expert annotations.