Lattice independent component analysis feature selection on diffusion weighted imaging for Alzheimer's disease classification

Diffusion Weighted Imaging ◽

Component Analysis ◽

Independent Component ◽

Disease Classification ◽

Diffusion Weighted

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 ◽

Component Analysis ◽

Independent Component ◽

Healthy Controls ◽

Multimodal Classification

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 ◽

Component Analysis ◽

Independent Component ◽

White Matter Damage

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

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

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 ◽

Component Analysis ◽

Disease Diagnosis ◽

Independent Component ◽

Alzheimer’S Disease Diagnosis ◽

Spect Images

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 ◽

Structural Mri ◽

Component Analysis ◽

Independent Component ◽

Phase Images

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

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

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 ◽

Component Analysis ◽

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 ◽

Component Analysis ◽

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 ◽

Component Analysis ◽

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 ◽

Component Analysis ◽

Independent Component ◽

Tissue Classification ◽

Mr Image ◽

Novel Method

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 ◽

Component Analysis ◽

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 ◽

Cited By ~ 4

Author(s):

Jianping Qiao ◽

Yingru Lv ◽

Chongfeng Cao ◽

Zhishun Wang ◽

Anning Li

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Deep Learning ◽

Component Analysis ◽

Independent Component ◽

Partner Matching