首页> NeuroImage> SMAC: Spatial multi-category angle-based classifier for high-dimensional neuroimaging data.

SMAC: Spatial multi-category angle-based classifier for high-dimensional neuroimaging data.

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第一作者： Leo,Yu-Feng Liu

第一单位： Department of Statistics and Operations Research, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.

作者： Leo,Yu-Feng Liu ^[1] ; Yufeng,Liu ^[2] ; Hongtu,Zhu ^[3] ; Alzheimer's Disease Neuroimaging Initiative

作者单位： Department of Statistics and Operations Research, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. ^[1] Department of Statistics and Operations Research, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Department of Biostatistics, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Department of Genetics, Carolina Center for Genome Sciences, Lineberger Comprehensive Cancer Center (LCCC), The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. ^[2] Department of Biostatistics, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA. Electronic address: hzhu5@mdanderson.org. ^[3]

关键词 ADMM Alzheimer's disease Angle-based classifier Fused lasso Large margin classifier Neuroimaging classification

医学主题词老年人(Aged);老年人, 80以上(Aged, 80 and over);算法(Algorithms);阿尔茨海默病(Alzheimer Disease);脑(Brain);分类法(Classification);女(雌)性(Female);人类(Humans);图像处理, 计算机辅助(Image Processing, Computer-Assisted);男(雄)性(Male)

DOI 10.1016/j.neuroimage.2018.03.040

PMID 29596980

发布时间 2024-06-20

基金项目

R01 GM126550/GM/NIGMS NIH HHS/United States U01 AG024904/AG/NIA NIH HHS/United States U19 AG024904/AG/NIA NIH HHS/United States R01 MH086633/MH/NIMH NIH HHS/United States P01 CA142538/CA/NCI NIH HHS/United States R01 MH092335/MH/NIMH NIH HHS/United States

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