Estimation of White Matter Fiber Parameters from Compressed Multiresolution Diffusion MRI using Sparse Bayesian Learning

We present a sparse Bayesian unmixing algorithm BusineX: Bayesian Unmixing for Sparse Inference-based Estimation of Fiber Crossings (X), for estimation of white matter fiber parameters from compressed (under-sampled) diffusion MRI (dMRI) data. BusineX combines compressive sensing with linear unmixin...

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Gepubliceerd in:Neuroimage
Hoofdauteurs: Pisharady, Pramod Kumar, Sotiropoulos, Stamatios N, Duarte-Carvajalino, Julio M, Sapiro, Guillermo, Lenglet, Christophe
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2017
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Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5747559/
https://ncbi.nlm.nih.gov/pubmed/28669918
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2017.06.052
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