Volumetric magnetic resonance imaging classification for Alzheimer's disease based on kernel density estimation of local features
Yan Hao1,2; Wang Hu3; Wang Yong-hui2; Zhang Yu-mei4
2013-05-05
发表期刊CHINESE MEDICAL JOURNAL
卷号126期号:9页码:1654-1660
文章类型Article
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 article presents a classification method for AD based on kernel density estimation (KDE) of local features.
关键词Magnetic Resonance Imaging Inter-subject Variability Local Feature Kernel Density Estimation Alzheimer's Disease
WOS标题词Science & Technology ; Life Sciences & Biomedicine
关键词[WOS]INVARIANT FEATURE TRANSFORM ; SEGMENTATION ; PERFORMANCE ; PATTERNS
收录类别SCI
语种英语
WOS研究方向General & Internal Medicine
WOS类目Medicine, General & Internal
WOS记录号WOS:000319529100011
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被引频次:1[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9995
专题复杂系统管理与控制国家重点实验室_先进机器人
作者单位1.Xidian Univ, Sch Foreign Languages, Xian 710071, Shaanxi, Peoples R China
2.Shaanxi Normal Univ, Sch Psychol, Xian 710062, Shaanxi, Peoples R China
3.Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China
4.Capital Med Univ, Beijing Tiantan Hosp, Dept Neurol, Beijing 100050, Peoples R China
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Yan Hao,Wang Hu,Wang Yong-hui,et al. Volumetric magnetic resonance imaging classification for Alzheimer's disease based on kernel density estimation of local features[J]. CHINESE MEDICAL JOURNAL,2013,126(9):1654-1660.
APA Yan Hao,Wang Hu,Wang Yong-hui,&Zhang Yu-mei.(2013).Volumetric magnetic resonance imaging classification for Alzheimer's disease based on kernel density estimation of local features.CHINESE MEDICAL JOURNAL,126(9),1654-1660.
MLA Yan Hao,et al."Volumetric magnetic resonance imaging classification for Alzheimer's disease based on kernel density estimation of local features".CHINESE MEDICAL JOURNAL 126.9(2013):1654-1660.
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