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 ◽

Download Full-text

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 ◽

Download Full-text

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 ◽

Download Full-text

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 ◽

Download Full-text

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

Download Full-text

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

Download Full-text

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 ◽

Download Full-text

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

Download Full-text

Classification of Alzheimer’s Disease Based on Cortical Thickness Using AdaBoost and Combination Feature Selection Method

Computing and Intelligent Systems - Communications in Computer and Information Science ◽

10.1007/978-3-642-24091-1_51 ◽

2011 ◽

pp. 392-401 ◽

Author(s):

Zhiwei Hu ◽

Zhifang Pan ◽

Hongtao Lu ◽

Wenbin Li

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Cortical Thickness ◽

Feature Selection Method ◽

Selection Method

Download Full-text

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 ◽

Download Full-text

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

Download Full-text