Unsupervised Cerebrovascular Segmentation of TOF-MRA Images Based on Deep Neural Network and Hidden Markov Random Field Model.

Fan, Shengyu; Bian, Yueyan; Chen, Hao; Kang, Yan; Yang, Qi; Tan, Tao

Fan, Shengyu; Bian, Yueyan; Chen, Hao; Kang, Yan; Yang, Qi; Tan, Tao.

Afiliação

Fan S; School of Sino-Dutch Biomedical and Information Engineering, Northeastern University, Shenyang, China.
Bian Y; Neusoft Research of Intelligent Healthcare Technology, Co. Ltd., Shenyang, China.
Chen H; Engineering Research Center for Medical Imaging and Intelligent Analysis, National Education Ministry, Shenyang, China.
Kang Y; Neusoft Research of Intelligent Healthcare Technology, Co. Ltd., Shenyang, China.
Yang Q; Department of Biomechanical Engineering, University of Twente, Twente, Netherlands.
Tan T; School of Sino-Dutch Biomedical and Information Engineering, Northeastern University, Shenyang, China.

Front Neuroinform ; 13: 77, 2019.

Article em En | MEDLINE | ID: mdl-31998107

Palavras-chave

cerebrovascular segmentation; deep neural network; hidden Markov random field model; magnetic resonance angiography; unsupervised learning

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Clinical_trials / Guideline / Health_economic_evaluation Idioma: En Ano de publicação: 2019 Tipo de documento: Article

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