Hypergraph based multi-task feature selection for multimodal classification of Alzheimer's disease

Computerized Medical Imaging and Graphics ◽

10.1016/j.compmedimag.2019.101663 ◽

2020 ◽

Vol 80 ◽

pp. 101663

Author(s):

Wei Shao ◽

Yao Peng ◽

Chen Zu ◽

Mingliang Wang ◽

Daoqiang Zhang

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Multimodal Classification ◽

Task Feature ◽

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Discriminative multi-task feature selection for multi-modality classification of Alzheimer’s disease

Brain Imaging and Behavior ◽

10.1007/s11682-015-9437-x ◽

2015 ◽

Vol 10 (3) ◽

pp. 739-749 ◽

Author(s):

Tingting Ye ◽

◽

Chen Zu ◽

Biao Jie ◽

Dinggang Shen ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Task Feature ◽

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Label-aligned multi-task feature learning for multimodal classification of Alzheimer’s disease and mild cognitive impairment

Brain Imaging and Behavior ◽

10.1007/s11682-015-9480-7 ◽

2015 ◽

Vol 10 (4) ◽

pp. 1148-1159 ◽

Author(s):

Chen Zu ◽

◽

Biao Jie ◽

Mingxia Liu ◽

Songcan Chen ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Cognitive Impairment ◽

Mild Cognitive Impairment ◽

Feature Learning ◽

Multimodal Classification ◽

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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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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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Label-Alignment-Based Multi-Task Feature Selection for Multimodal Classification of Brain Disease

Lecture Notes in Computer Science - Machine Learning and Interpretation in Neuroimaging ◽

10.1007/978-3-319-45174-9_6 ◽

2016 ◽

pp. 51-59

Author(s):

Chen Zu ◽

Biao Jie ◽

Songcan Chen ◽

Daoqiang Zhang

Keyword(s):

Feature Selection ◽

Brain Disease ◽

Multimodal Classification ◽

Task Feature ◽

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Feature Selection for the Classification of Alzheimer's Disease Data

Proceedings of the 3rd International Conference on Software Engineering and Information Management ◽

10.1145/3378936.3378982 ◽

2020 ◽

Author(s):

Hany Alashwal ◽

Areeg Abdalla ◽

Mohamed El Halaby ◽

Ahmed A. Moustafa

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

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Ensemble Sparse Feature Selection for Classification of Alzheimer's Disease

International Journal of Digital Content Technology and its Applications ◽

10.4156/jdcta.vol7.issue5.31 ◽

2013 ◽

Vol 7 (5) ◽

pp. 255-263

Author(s):

Bo Cheng ◽

Biao Jie

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Selection For ◽

Sparse Feature Selection

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Manifold Regularized Multi-Task Feature Selection for Multi-Modality Classification in Alzheimer’s Disease

Advanced Information Systems Engineering - Lecture Notes in Computer Science ◽

10.1007/978-3-642-40811-3_35 ◽

2013 ◽

pp. 275-283 ◽

Author(s):

Biao Jie ◽

Daoqiang Zhang ◽

Bo Cheng ◽

Dinggang Shen

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Task Feature ◽

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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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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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