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 ◽

Spect Images

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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 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 ◽

Cited By ~ 4

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 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 ◽

Phase Images

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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 ◽

Cited By ~ 3

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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Combination of Multiple Features in Support Vector Machine with Principal Component Analysis in Application for Alzheimer’s Disease Diagnosis

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-10684-2_57 ◽

2009 ◽

pp. 512-519 ◽

Cited By ~ 3

Author(s):

Jiann-Der Lee ◽

Shau-Chiuan Su ◽

Chung-Hsien Huang ◽

J. J. Wang ◽

Wen-Chuin Xu ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Principal Component Analysis ◽

Support Vector Machine ◽

Principal Component ◽

Component Analysis ◽

Disease Diagnosis ◽

Support Vector ◽

Multiple Features ◽

Alzheimer’S Disease Diagnosis

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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 ◽

Cited By ~ 12

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 ◽

Cited By ~ 1

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 ◽

Cited By ~ 8

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 ◽

Novel Method

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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 ◽

Cited By ~ 434

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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Spatial component analysis of MRI data for Alzheimer's disease diagnosis: a Bayesian network approach

Frontiers in Computational Neuroscience ◽

10.3389/fncom.2014.00156 ◽

2014 ◽

Vol 8 ◽

Cited By ~ 7

Author(s):

Ignacio A. Illan ◽

Juan M. GÃ³rriz ◽

Javier RamÃrez ◽

Anke Meyer-Base

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Bayesian Network ◽

Component Analysis ◽

Disease Diagnosis ◽

Network Approach ◽

Spatial Component ◽

Alzheimer’S Disease Diagnosis

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