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Conditional generative diffusion deep learning for accelerated diffusion tensor and kurtosis imaging.

Published in Magnetic resonance imaging • Apr 1, 2025
NobleIDNI5P94W14R40S43
Authors:
Phillip Martin
,
Maria Altbach
,
Ali Bilgin

Abstract

PURPOSE: The purpose of this study was to develop DiffDL, a generative diffusion probabilistic model designed to produce high-quality diffusion tensor imaging (DTI) and diffusion kurtosis imaging (DKI) metrics from a reduced set of diffusion-weighted images (DWIs). This model addresses the challenge...

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