Joint-Connectivity-Based Sparse Canonical Correlation Analysis of Imaging Genetics for Detecting Biomarkers of Parkinson’s Disease

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作者： Kim, Mansu ^[1,2] ; Won, Ji Hye ^[3,4] ; Youn, Jinyoung ^[4,5] ; Park, Hyunjin

作者单位： Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Seoul, South Korea ^[1] Samsung Med Ctr, Neurosci Ctr, Seoul 06351, South Korea ^[2] Sungkyunkwan Univ, Dept Elect & Comp Engn, Suwon 16419, South Korea ^[3] Inst Basic Sci, Ctr Neurosci Imaging Res, Suwon 16419, South Korea ^[4] Sungkyunkwan Univ, Sch Elect & Elect Engn, Suwon 16419, South Korea ^[5]

关键词 Genetics Neuroimaging Correlation Diseases Magnetic resonance imaging Sparse matrices Imaging genetics sparse canonical correlation analysis (SCCA)brain connectivity Parkinson's disease (PD)prior information magnetic resonance imaging (MRI)single nucleotide polymorphism (SNP)

发布时间 2020-07-30

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