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Deep white matter analysis: fast, consistent tractography segmentation across populations and dMRI acquisitions

We present a deep learning tractography segmentation method that allows fast and consistent white matter fiber tract identification across healthy and disease populations and across multiple diffusion MRI (dMRI) acquisitions. We create a large-scale training tractography dataset of 1 million labeled...

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Bibliografiske detaljer
Udgivet i:Med Image Comput Comput Assist Interv
Main Authors: Zhang, Fan, Hoffmann, Nico, Karayumak, Suheyla Cetin, Rathi, Yogesh, Golby, Alexandra J., O’Donnell, Lauren J.
Format: Artigo
Sprog:Inglês
Udgivet: 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7301958/
https://ncbi.nlm.nih.gov/pubmed/32558816
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-32248-9_67
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