A deep learning approach to multi-fiber parameter estimation and uncertainty quantification in diffusion MRI

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William Consagra, Lipeng Ning, Yogesh Rathi

Published: 01 Jan 2025, Last Modified: 07 Nov 2025Medical Image Anal. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Structure-aware deep neural networks trained to invert multi-fiber models of dMRI.•A fast algorithm developed for parameter estimation and uncertainty quantification.•Experiments show improvements in fiber orientation and microstructure estimation.