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Conversion and time-to-conversion predictions of mild cognitive impairment using low-rank affinity pursuit denoising and matrix completion.

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第一作者： Kim-Han,Thung

第一单位： Department of Radiology and BRIC, University of North Carolina, Chapel Hill 27599, USA. Electronic address: khthung@email.unc.edu.

作者： Kim-Han,Thung ^[1] ; Pew-Thian,Yap ^[2] ; Ehsan,Adeli ^[2] ; Seong-Whan,Lee ^[3] ; Dinggang,Shen ^[4] ; Alzheimer's Disease Neuroimaging Initiative

作者单位： Department of Radiology and BRIC, University of North Carolina, Chapel Hill 27599, USA. Electronic address: khthung@email.unc.edu. ^[1] Department of Radiology and BRIC, University of North Carolina, Chapel Hill 27599, USA. ^[2] Department of Brain and Cognitive Engineering, Korea University, Seoul 02841, Republic of Korea. ^[3] Department of Radiology and BRIC, University of North Carolina, Chapel Hill 27599, USA; Department of Brain and Cognitive Engineering, Korea University, Seoul 02841, Republic of Korea. Electronic address: dgshen@med.unc.edu. ^[4]

关键词 Classification Data imputation Low-rank representation Matrix completion Multi-task learning

医学主题词老年人(Aged);横断面研究(Cross-Sectional Studies);女(雌)性(Female);氟脱氧葡萄糖F18(Fluorodeoxyglucose F18);人类(Humans);图像解释, 计算机辅助(Image Interpretation, Computer-Assisted);纵向研究(Longitudinal Studies);磁共振成像(Magnetic Resonance Imaging);男(雄)性(Male);正电子发射断层显像术(Positron-Emission Tomography);放射性药物(Radiopharmaceuticals)

DOI 10.1016/j.media.2018.01.002

PMID 29414437

发布时间 2023-10-20

基金项目

R01 EB008374/EB/NIBIB NIH HHS/United States R01 EB022880/EB/NIBIB NIH HHS/United States R01 AG041721/AG/NIA NIH HHS/United States R01 AG042599/AG/NIA NIH HHS/United States RF1 AG053867/AG/NIA NIH HHS/United States

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