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Deep learning network for integrated coil inhomogeneity correction and brain extraction of mixed MRI data

Abstract Magnetic Resonance Imaging (MRI) has been widely used to acquire structural and functional information about the brain. In a group- or voxel-wise analysis, it is essential to correct the bias field of the radiofrequency coil and to extract the brain for accurate registration to the brain te...

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Detalhes bibliográficos
Main Authors: Kai-Hsiang Chuang, Pei-Huan Wu, Zengmin Li, Kang-Hsing Fan, Jun-Cheng Weng
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Portfolio 2022-05-01
Colecção:Scientific Reports
Acesso em linha:https://doi.org/10.1038/s41598-022-12587-6
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