Independent Component Analysis-Based Classification of Alzheimer's Disease MRI Data

Journal of Alzheimer s Disease ◽

10.3233/jad-2011-101371 ◽

2011 ◽

Vol 24 (4) ◽

pp. 775-783 ◽

Author(s):

Wenlu Yang ◽

Ronald L.M. Lui ◽

Jia-Hong Gao ◽

Tony F. Chan ◽

Shing-Tung Yau ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component

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Independent component analysis-based multimodal classification of Alzheimer's disease versus healthy controls

2013 Ninth International Conference on Natural Computation (ICNC) ◽

10.1109/icnc.2013.6817947 ◽

2013 ◽

Author(s):

Jie Guan ◽

Wenlu Yang

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Healthy Controls ◽

Multimodal Classification

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Independent Component Analysis-Based Classification of Alzheimer’s Disease from Segmented MRI Data

Artificial Computation in Biology and Medicine - Lecture Notes in Computer Science ◽

10.1007/978-3-319-18914-7_9 ◽

2015 ◽

pp. 78-87 ◽

Author(s):

L. Khedher ◽

J. Ramírez ◽

J. M. Górriz ◽

A. Brahim ◽

I. A. Illán

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component

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Multivariate Deep Learning Classification of Alzheimer’s Disease Based on Hierarchical Partner Matching Independent Component Analysis

Frontiers in Aging Neuroscience ◽

10.3389/fnagi.2018.00417 ◽

2018 ◽

Vol 10 ◽

Author(s):

Jianping Qiao ◽

Yingru Lv ◽

Chongfeng Cao ◽

Zhishun Wang ◽

Anning Li

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Deep Learning ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Partner Matching

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Independent Component Analysis-Based Identification of Covariance Patterns of Microstructural White Matter Damage in Alzheimer’s Disease

PLoS ONE ◽

10.1371/journal.pone.0119714 ◽

2015 ◽

Vol 10 (3) ◽

pp. e0119714 ◽

Author(s):

Xin Ouyang ◽

Kewei Chen ◽

Li Yao ◽

Xia Wu ◽

Jiacai Zhang ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

White Matter ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

White Matter Damage

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Independent Component Analysis of SPECT Images to Assist the Alzheimer’s Disease Diagnosis

Advances in Soft Computing - The Sixth International Symposium on Neural Networks (ISNN 2009) ◽

10.1007/978-3-642-01216-7_43 ◽

2009 ◽

pp. 411-419

Author(s):

Ignacio Álvarez ◽

Juan M. Górriz ◽

Javier Ramírez ◽

Diego Salas-Gonzalez ◽

Miriam López ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Independent Component Analysis ◽

Component Analysis ◽

Disease Diagnosis ◽

Independent Component ◽

Alzheimer’S Disease Diagnosis ◽

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Independent component analysis based assessment of linked gray and white matter in the initial stages of Alzheimer's disease using structural MRI phase images

2013 International Computer Science and Engineering Conference (ICSEC) ◽

10.1109/icsec.2013.6694804 ◽

2013 ◽

Author(s):

Ahsan Bin Tufail ◽

Syed Abdul Rehman Rizvi ◽

Adil Masood Siddiqui ◽

Muhammad Shahzad Younis ◽

Ali Abidi

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

White Matter ◽

Independent Component Analysis ◽

Structural Mri ◽

Component Analysis ◽

Independent Component ◽

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Mapping joint grey and white matter reductions in Alzheimer's disease using joint independent component analysis

Neuroscience Letters ◽

10.1016/j.neulet.2012.10.038 ◽

2012 ◽

Vol 531 (2) ◽

pp. 136-141 ◽

Author(s):

Xiaojuan Guo ◽

Yuan Han ◽

Kewei Chen ◽

Yan Wang ◽

Li Yao

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

White Matter ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component

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Independent component analysis of DTI data reveals white matter covariances in Alzheimer's disease

10.1117/12.2042237 ◽

2014 ◽

Author(s):

Xin Ouyang ◽

Xiaoyu Sun ◽

Ting Guo ◽

Qiaoyue Sun ◽

Kewei Chen ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

White Matter ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component

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A novel method based on independent component analysis for brain MR image tissue classification into CSF, WM and GM for atrophy detection in Alzheimer’s disease

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2017.09.005 ◽

2018 ◽

Vol 40 ◽

pp. 41-48 ◽

Author(s):

Rupali S. Kamathe ◽

Kalyani R. Joshi

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Tissue Classification ◽

Mr Image ◽

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Alterations in Memory Networks in Mild Cognitive Impairment and Alzheimer's Disease: An Independent Component Analysis

Journal of Neuroscience ◽

10.1523/jneurosci.2250-06.2006 ◽

2006 ◽

Vol 26 (40) ◽

pp. 10222-10231 ◽

Author(s):

K. A. Celone ◽

V. D. Calhoun ◽

B. C. Dickerson ◽

A. Atri ◽

E. F. Chua ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Cognitive Impairment ◽

Mild Cognitive Impairment ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component

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