Fast learning of fiber orientation distribution function for MR tractography using convolutional neural network.

Lin, Zhichao; Gong, Ting; Wang, Kewen; Li, Zhiwei; He, Hongjian; Tong, Qiqi; Yu, Feng; Zhong, Jianhui

Lin, Zhichao; Gong, Ting; Wang, Kewen; Li, Zhiwei; He, Hongjian; Tong, Qiqi; Yu, Feng; Zhong, Jianhui.

Afiliación

Lin Z; Department of Instrument Science & Technology, Zhejiang University, Hangzhou, 310027, China.
Gong T; Center for Brain Imaging Science and Technology, Key Laboratory for Biomedical Engineering of Ministry of Education, College of Biomedical Engineering and Instrumental Science, Zhejiang University, Hangzhou, Zhejiang, China.
Wang K; College of Natural Science, Computer Science, The University of Texas at Austin, Austin, TX, USA.
Li Z; Department of Instrument Science & Technology, Zhejiang University, Hangzhou, 310027, China.
He H; Center for Brain Imaging Science and Technology, Key Laboratory for Biomedical Engineering of Ministry of Education, College of Biomedical Engineering and Instrumental Science, Zhejiang University, Hangzhou, Zhejiang, China.
Tong Q; Center for Brain Imaging Science and Technology, Key Laboratory for Biomedical Engineering of Ministry of Education, College of Biomedical Engineering and Instrumental Science, Zhejiang University, Hangzhou, Zhejiang, China.
Yu F; Department of Instrument Science & Technology, Zhejiang University, Hangzhou, 310027, China.
Zhong J; Center for Brain Imaging Science and Technology, Key Laboratory for Biomedical Engineering of Ministry of Education, College of Biomedical Engineering and Instrumental Science, Zhejiang University, Hangzhou, Zhejiang, China.

Med Phys ; 46(7): 3101-3116, 2019 Jul.

Article en En | MEDLINE | ID: mdl-31009085

Asunto(s)

Aprendizaje Profundo; Imagen de Difusión Tensora; Procesamiento de Imagen Asistido por Computador/métodos; Factores de Tiempo

Palabras clave

constrained spherical deconvolution; convolutional neural network; diffusion-weighted MR imaging; fiber orientation dispersion function; fiber tractography

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Procesamiento de Imagen Asistido por Computador / Imagen de Difusión Tensora / Aprendizaje Profundo Tipo de estudio: Prognostic_studies Idioma: En Revista: Med Phys Año: 2019 Tipo del documento: Article País de afiliación: China Pais de publicación: Estados Unidos

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