BundleCleaner: Unsupervised Denoising and Subsampling of Diffusion MRI-Derived Tractography Data

We present BundleCleaner, an unsupervised multi-step framework 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 gener...

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Detalles Bibliográficos
Autores principales: Feng, Yixue, Chandio, Bramsh Q., Villalón-Reina, Julio E., Thomopoulos, Sophia I., Joshi, Himanshu, Nair, Gauthami, Joshi, Anand A., Venkatasubramanian, Ganesan, John, John P., Thompson, Paul M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10473583/
https://www.ncbi.nlm.nih.gov/pubmed/37662361
http://dx.doi.org/10.1101/2023.08.19.553990

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10473583/
https://www.ncbi.nlm.nih.gov/pubmed/37662361
http://dx.doi.org/10.1101/2023.08.19.553990

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