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Automatic brain labeling via multi-atlas guided fully convolutional networks.

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第一作者： Longwei,Fang

第一单位： Research Center for Brain-inspired Intelligence and National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences(CAS), Beijing, 100190, China; University of Chinese Academy of Sciences, Beijing, China; Department of Radiology and BRIC, University of North Carolina at Chapel Hill, NC, USA.

作者： Longwei,Fang ^[1] ; Lichi,Zhang ^[2] ; Dong,Nie ^[3] ; Xiaohuan,Cao ^[4] ; Islem,Rekik ^[5] ; Seong-Whan,Lee ^[6] ; Huiguang,He ^[7] ; Dinggang,Shen ^[8]

作者单位： Research Center for Brain-inspired Intelligence and National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences(CAS), Beijing, 100190, China; University of Chinese Academy of Sciences, Beijing, China; Department of Radiology and BRIC, University of North Carolina at Chapel Hill, NC, USA. ^[1] Institute for Medical Imaging Technology, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China; Department of Radiology and BRIC, University of North Carolina at Chapel Hill, NC, USA. ^[2] Department of Radiology and BRIC, University of North Carolina at Chapel Hill, NC, USA. ^[3] Department of Radiology and BRIC, University of North Carolina at Chapel Hill, NC, USA; School of Automation, Northwestern Polytechnical University, Xi'an, China. ^[4] BASIRA lab, CVIP, School of Science and Engineering, Computing, University of Dundee, UK. ^[5] Department of Brain and Cognitive Engineering, Korea University, Seoul, Korea. ^[6] Research Center for Brain-inspired Intelligence and National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences(CAS), Beijing, 100190, China; University of Chinese Academy of Sciences, Beijing, China; Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Beijing, China. Electronic address: huiguang.he@ia.ac.cn. ^[7] Department of Radiology and BRIC, University of North Carolina at Chapel Hill, NC, USA; Department of Brain and Cognitive Engineering, Korea University, Seoul, Korea. Electronic address: dgshen@med.unc.edu. ^[8]

关键词 Brain image labeling Fully convolutional network Multi-atlas-based method Patch-based labeling

医学主题词算法(Algorithms);脑图(Brain Mapping);人类(Humans);图像处理, 计算机辅助(Image Processing, Computer-Assisted);成像, 三维(Imaging, Three-Dimensional);磁共振成像(Magnetic Resonance Imaging)

DOI 10.1016/j.media.2018.10.012

PMID 30447544

发布时间 2019-12-10

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