Article

<i>BundleCleaner</i> : Unsupervised Denoising and Subsampling of Diffusion MRI-Derived Tractography Data

2023-08-21

Abstract excerpt

We present BundleCleaner , an unsupervised multi-step frame-work that can filter, denoise and subsample bundles derived from diffusion MRI-based whole-brain tractography. Our approach considers both the global bundle structure and local streamline-wise features. We apply BundleCleaner to bundles generated from single-shell diffusion MRI data in an independent clinical sample of older adults from India using prob...

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Literature Corpus work: 69e16c60-b2e4-58ac-8b4d-6326b976e068
DOI: 10.1101/2023.08.19.553990

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