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Multi-modal discriminative dictionary learning for Alzheimer's disease and mild cognitive impairment
Li, Qing1; Wu, Xia1,2; Xu, Lele1; Chen, Kewei3,4; Yao, Li1,2; Li, Rui5; X.Wu
2017-10-01
发表期刊COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
通讯作者邮箱wuxia@bnu.edu.cn
ISSN0169-2607
文章类型Article
卷号150期号:0页码:1-8
摘要

Background and objective: The differentiation of mild cognitive impairment (MCI), which is the prodromal stage of Alzheimer's disease (AD), from normal control (NC) is important as the recent research emphasis on early pre-clinical stage for possible disease abnormality identification, intervention and even possible prevention.

关键词Mild cognitive impairment (MCI) Alzheimer's disease (AD) Multimodal neuroimaging data Discriminative dictionary Brain disorders
DOI10.1016/j.cmpb.2017.07.003
收录类别SCI
语种英语
项目资助者Funds for International Cooperation and Exchange of the National Natural Science Foundation of China(61210001) ; General Program of National Natural Science Foundation of China(61571047) ; Fundamental Research Funds for the Central Universities(2017EYT36)
WOS研究方向Computer Science ; Engineering ; Medical Informatics
WOS类目Computer Science, Interdisciplinary Applications ; Computer Science, Theory & Methods ; Engineering, Biomedical ; Medical Informatics
WOS记录号WOS:000410581900002
WOS标题词Science & Technology ; Technology ; Life Sciences & Biomedicine
关键词[WOS]POSITRON-EMISSION-TOMOGRAPHY ; SPARSE REPRESENTATION ; FDG-PET ; CONNECTIVITY NETWORKS ; CEREBROSPINAL-FLUID ; AMYLOID LOAD ; MCI PATIENTS ; MR-IMAGES ; CLASSIFICATION ; DIAGNOSIS
引用统计
文献类型期刊论文
条目标识符http://ir.psych.ac.cn/handle/311026/21916
专题中国科学院心理健康重点实验室
通讯作者X.Wu
作者单位1.Beijing Normal Univ, Coll Informat Sci & Technol, 19 Xin Jie Kou Wai Da Jie, Beijing 100875, Peoples R China
2.Beijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing 100875, Peoples R China
3.Banner Alzheimers Inst, Phoenix, AZ USA
4.Banner Good Samaritan PET Ctr, Phoenix, AZ USA
5.Chinese Acad Sci, Inst Psychol, Ctr Aging Psychol, Key Lab Mental Hlth, Beijing 100101, Peoples R China
推荐引用方式
GB/T 7714
Li, Qing,Wu, Xia,Xu, Lele,et al. Multi-modal discriminative dictionary learning for Alzheimer's disease and mild cognitive impairment[J]. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE,2017,150(0):1-8.
APA Li, Qing.,Wu, Xia.,Xu, Lele.,Chen, Kewei.,Yao, Li.,...&X.Wu.(2017).Multi-modal discriminative dictionary learning for Alzheimer's disease and mild cognitive impairment.COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE,150(0),1-8.
MLA Li, Qing,et al."Multi-modal discriminative dictionary learning for Alzheimer's disease and mild cognitive impairment".COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 150.0(2017):1-8.
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