Sparse Discriminative Feature Selection for Multi-class Alzheimer’s Disease Classification

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-319-10581-9_20 ◽

2014 ◽

pp. 157-164 ◽

Author(s):

Xiaofeng Zhu ◽

Heung-Il Suk ◽

Dinggang Shen

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Disease Classification ◽

Discriminative Feature ◽

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Genetic algorithm with logistic regression feature selection for Alzheimer’s disease classification

Neural Computing and Applications ◽

10.1007/s00521-020-05596-x ◽

2021 ◽

Author(s):

R. Divya ◽

◽

R. Shantha Selva Kumari

Keyword(s):

Alzheimer’S Disease ◽

Genetic Algorithm ◽

Alzheimer's Disease ◽

Logistic Regression ◽

Feature Selection ◽

Disease Classification ◽

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Multi-modality Canonical Feature Selection for Alzheimer’s Disease Diagnosis

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-10470-6_21 ◽

2014 ◽

pp. 162-169 ◽

Author(s):

Xiaofeng Zhu ◽

Heung-Il Suk ◽

Dinggang Shen

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Disease Diagnosis ◽

Selection For ◽

Alzheimer’S Disease Diagnosis

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SVM feature selection for classification of SPECT images of Alzheimer's disease using spatial information

Knowledge and Information Systems ◽

10.1007/s10115-006-0043-5 ◽

2006 ◽

Vol 11 (2) ◽

pp. 243-258 ◽

Author(s):

Glenn Fung ◽

Jonathan Stoeckel

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Spatial Information ◽

Selection For ◽

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Evolutionary ELM wrapper feature selection for Alzheimer's disease CAD on anatomical brain MRI

Neurocomputing ◽

10.1016/j.neucom.2013.01.065 ◽

2014 ◽

Vol 128 ◽

pp. 73-80 ◽

Author(s):

Darya Chyzhyk ◽

Alexandre Savio ◽

Manuel Graña

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Brain Mri ◽

Selection For ◽

Wrapper Feature Selection

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Inter-modality relationship constrained multi-modality multi-task feature selection for Alzheimer's Disease and mild cognitive impairment identification

10.1016/j.neuroimage.2013.09.015 ◽

2014 ◽

Vol 84 ◽

pp. 466-475 ◽

Author(s):

Feng Liu ◽

Chong-Yaw Wee ◽

Huafu Chen ◽

Dinggang Shen

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Cognitive Impairment ◽

Mild Cognitive Impairment ◽

Task Feature ◽

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Matrix-Similarity Based Loss Function and Feature Selection for Alzheimer's Disease Diagnosis

2014 IEEE Conference on Computer Vision and Pattern Recognition ◽

10.1109/cvpr.2014.395 ◽

2014 ◽

Author(s):

Xiaofeng Zhu ◽

Heung-Il Suk ◽

Dinggang Shen

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Loss Function ◽

Disease Diagnosis ◽

Selection For ◽

Alzheimer’S Disease Diagnosis ◽

Matrix Similarity

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Deformation based feature selection for Computer Aided Diagnosis of Alzheimer’s Disease

Expert Systems with Applications ◽

10.1016/j.eswa.2012.09.009 ◽

2013 ◽

Vol 40 (5) ◽

pp. 1619-1628 ◽

Author(s):

Alexandre Savio ◽

Manuel Graña

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Computer Aided Diagnosis ◽

Computer Aided ◽

Selection For ◽

Aided Diagnosis

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Canonical feature selection for joint regression and multi-class identification in Alzheimer’s disease diagnosis

Brain Imaging and Behavior ◽

10.1007/s11682-015-9430-4 ◽

2015 ◽

Vol 10 (3) ◽

pp. 818-828 ◽

Author(s):

Xiaofeng Zhu ◽

Heung-Il Suk ◽

Seong-Whan Lee ◽

Dinggang Shen

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Disease Diagnosis ◽

Class Identification ◽

Selection For ◽

Alzheimer’S Disease Diagnosis

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Multi-stratification feature selection for diagnostic analysis of Alzheimer's disease

10.1109/dicta52665.2021.9647043 ◽

2021 ◽

Author(s):

Lin Zhang ◽

Bowen Xin ◽

Shaozhen Yan ◽

Chaoiie Zheng ◽

Yun Zhou ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Diagnostic Analysis ◽

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Multi-template Neuroimaging Feature Selection Using Weight-constrained Low-rank Learning for Alzheimer’s Disease Classification

2021 36th Youth Academic Annual Conference of Chinese Association of Automation (YAC) ◽

10.1109/yac53711.2021.9486487 ◽

2021 ◽

Author(s):

Xiaoke Hao ◽

Qijin An ◽

Tao Jiang ◽

Yingchun Guo ◽

Jie Li ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Disease Classification ◽

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