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Physics-informed AI · Publication

PHIVE

A physics-informed variational encoder for rapid, accurate metabolite quantification from whole-brain 7T MRSI, with simultaneous CRLB, aleatoric, and epistemic uncertainty estimates.

Detailed illustrated overview of PHIVE for rapid brain metabolite mapping at 7T
PHIVE: a physics-informed variational encoder enables rapid spectral fitting of brain metabolite mapping at 7TMedical Image Analysis. 2026;111:104014