Nonlinearity-aware based dimensionality reduction and over-sampling for AD/MCI classification from MRI measures-Reference-Cited by-同舟云学术

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Nonlinearity-aware based dimensionality reduction and over-sampling for AD/MCI classification from MRI measures

Published:2017-12 Issue: Volume:91 Page:21-37
ISSN:0010-4825
Container-title:Computers in Biology and Medicine
language:en
Short-container-title:Computers in Biology and Medicine

Author:

Cao Peng,Liu Xiaoli,Yang Jinzhu,Zhao Dazhe,Huang Min,Zhang Jian,Zaiane Osmar

Funder

National Natural Science Foundation of China

Fundamental Research Funds for the Central Universities

China National Funds for Distinguished Young Scientists

Publisher

Elsevier BV

Subject

Health Informatics,Computer Science Applications

Reference61 articles.

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2. 2016 Alzheimer's disease facts and figures;Alzheimer’s Association and others;Alzheimer’s Dementia,2016

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4. Multiple instance learning for classification of dementia in brain MRI;Tong;Med. image Anal.,2014

5. Classification of diffusion tensor images for the early detection of Alzheimer's disease;Lee;Comput. Biol. Med.,2013

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