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| Volumetric magnetic resonance imaging classification for Alzheimer’s disease based on kernel density estimation of local features | |
| 作者单位： | [1]School of Foreign Languages, Xidian University, Xi＇an, Shaanxi 710071, China [2]School of Psychology, Shaanxi Normal University, Xi＇an, Shaanxi 710062, China [3]Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China [4]Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing 100050, China |
| 基金项目： | grants,from,Fundamental,Research,Funds,for,the,Central,University,National,Natural,Science,Foundation,of,China(项目编号：81071217,31171073)Beijing,Nova,Program(项目编号：Z111101054511116)National,Science,and,Technology,Major,Project,of,China(项目编号：2011BAI08B02)Beijing,Natural,Science,Foundation(项目编号：4122082)Major,Project,of,National,Social,Science,Foundation(项目编号：11&ZD186) |
| 摘 要： | Background The classification of Alzheimer's disease (AD) from magnetic resonance imaging (MRI) has been challenged by lack of effective and reliable biomarkers due to inter-subject variability.This ar... |
| 关 键 词： | 核密度估计 分类方法 磁共振成像 地方特色 阿尔茨海默氏症 阿尔茨海默氏病 神经退行性疾病 计算机辅助诊断 |
Volumetric magnetic resonance imaging classification for Alzheimer's disease based on kernel density estimation of local features |
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| Authors: | YAN Hao WANG Hu WANG Yong-hui ZHANG Yu-mei |
| Institution: | 1. School of Foreign Languages, Xidian University, Xi'an, Shaanxi 710071, China;School of Psychology, Shaanxi Normal University, Xi'an, Shaanxi 710062, China 2. Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China 3. School of Psychology, Shaanxi Normal University, Xi'an, Shaanxi 710062, China 4. Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing 100050, China |
| Abstract: | |
| Keywords: | magnetic resonance imaging inter-subject variability local feature kernel density estimation Alzheimer＇s disease |
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