CTtrack: A CNN+Transformer-based framework for fiber orientation estimation & tractography

CTtrack: A CNN+Transformer-based framework for fiber orientation estimation & tractography

In recent years, multiple data-driven fiber orientation distribution function (fODF) estimation algorithms and automatic tractography pipelines have been proposed to address the limitations of traditional methods. However, these approaches lack precision and generalizability. To tackle these shortco...

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Bibliographic Details
Main Authors: S.M.H. Hosseini, M. Hassanpour, S. Masoudnia, S. Iraji, S. Raminfard, M. Nazem-Zadeh
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Neuroscience Informatics
Subjects:
fODF estimation
Fiber tractography
Diffusion-weighted MRI
Transformer
Online Access:http://www.sciencedirect.com/science/article/pii/S2772528622000619

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http://www.sciencedirect.com/science/article/pii/S2772528622000619

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