Estimating Tissue Microstructure with Undersampled Diffusion Data via Graph Convolutional Neural Networks

Advanced diffusion models for tissue microstructure are widely employed to study brain disorders. However, these models usually require diffusion MRI (DMRI) data with densely sampled q-space, which is prohibitive in clinical settings. This problem can be resolved by using deep learning techniques, w...

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Publicado en:Med Image Comput Comput Assist Interv
Main Authors: Chen, Geng, Hong, Yoonmi, Zhang, Yongqin, Kim, Jaeil, Huynh, Khoi Minh, Ma, Jiquan, Lin, Weili, Shen, Dinggang, Yap, Pew-Thian
Formato: Artigo
Idioma:Inglês
Publicado: 2020
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Article
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC8294782/
https://ncbi.nlm.nih.gov/pubmed/34308440
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-59728-3_28
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