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News/Uncertainty of Vision Medical Foundation Models
arxiv
PublishedSeptember 1, 2026 at 4:00 AM

Uncertainty of Vision Medical Foundation Models

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arXiv:2608.30390v1 Announce Type: new Abstract: Accurate uncertainty estimation is essential for machine learning systems de- ployed in high-stakes domains such as medicine. Traditional approaches primarily rely on probability outputs from trained models (point predictions), which provide no formal

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