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Convolutional-recurrent neural networks approximate diffusion tractography from T1-weighted MRI and associated anatomical context

Diffusion MRI (dMRI) streamline tractography is the gold-standard for in vivo estimation of white matter (WM) pathways in the brain. However, the high angular resolution dMRI acquisitions capable of fitting the microstructural models needed for tractography are often time-consuming and not routinely...

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Detalles Bibliográficos
Autores principales: Cai, Leon Y., Lee, Ho Hin, Newlin, Nancy R., Kerley, Cailey I., Kanakaraj, Praitayini, Yang, Qi, Johnson, Graham W., Moyer, Daniel, Schilling, Kurt G., Rheault, Fran cois, Landman, Bennett A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10002661/
https://www.ncbi.nlm.nih.gov/pubmed/36909466
http://dx.doi.org/10.1101/2023.02.25.530046