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Konda Reddy Mopuri

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Preprint Aug 2026

BrainNorm: A Foundation Model that knows Normal via Semantic Atlas Pretraining

We introduce BrainNorm, a normative foundation model, trained and tested on ~66,000 T1-weighted structural MRI (T1w sMRI) scans. By leveraging language-image style contrastive pretraining on healthy cohorts across ages, BrainNorm learns a Semantic Atlas Latent space (SAL), where each scan is represented as a set of atl...

Madhumitha Venkatesh, Shanawaj S. Madarkar, Konda Reddy Mopuri · 0 citations

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