Multi-modal discriminative dictionary learning for Alzheimer's disease and mild cognitive impairment
文献类型：期刊论文
| 作者 | Li, Qing1; Wu, Xia1,2; Xu, Lele1; Chen, Kewei3,4; Yao, Li1,2; Li, Rui5 ; X.Wu
|
| 刊名 | COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
 |
| 出版日期 | 2017-10-01 |
| 卷号 | 150期号:0页码:1-8 |
| 关键词 | Mild cognitive impairment (MCI) Alzheimer's disease (AD) Multimodal neuroimaging data Discriminative dictionary Brain disorders |
| ISSN号 | 0169-2607 |
| DOI | 10.1016/j.cmpb.2017.07.003 |
| 产权排序 | 4 |
| 文献子类 | Article |
| 英文摘要 | 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. |
| WOS关键词 | POSITRON-EMISSION-TOMOGRAPHY ; SPARSE REPRESENTATION ; FDG-PET ; CONNECTIVITY NETWORKS ; CEREBROSPINAL-FLUID ; AMYLOID LOAD ; MCI PATIENTS ; MR-IMAGES ; CLASSIFICATION ; DIAGNOSIS |
| WOS研究方向 | Computer Science ; Engineering ; Medical Informatics |
| 语种 | 英语 |
| WOS记录号 | WOS:000410581900002 |
| 资助机构 | 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) |
| 源URL | [http://ir.psych.ac.cn/handle/311026/21916]  |
| 专题 | 心理研究所_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. |
入库方式： OAI收割
来源：心理研究所
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