Neural orientation distribution fields for estimation and uncertainty quantification in diffusion MRI

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William Consagra, Lipeng Ning, Yogesh Rathi

Published: 01 Jan 2024, Last Modified: 07 Nov 2025Medical Image Anal. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Developed a deep learning method for ODF field estimation from diffusion MRI.•A conditional Bayesian posterior is derived for fast uncertainty quantification.•Experiments show improved estimation and valid uncertainty modeling.