An efficient multiclass classifier for classification of Alzheimer's disease/mild cognitive impairment/Normal subjects

2021 ◽  
Author(s):  
Lingraj Dora ◽  
Sanjay Agrawal ◽  
Rutuparna Panda ◽  
Ajith Abraham
Keyword(s):  
Alzheimer’S Disease ◽  
Alzheimer's Disease ◽  
Cognitive Impairment ◽  
Mild Cognitive Impairment ◽  
Normal Subjects ◽  
Multiclass Classifier

scholarly journals Ensemble Classification of Alzheimer's Disease and Mild Cognitive Impairment Based on Complex Graph Measures from Diffusion Tensor Images

2017 ◽  
Vol 11 ◽  
Author(s):  
Ashkan Ebadi ◽  
Josué L. Dalboni da Rocha ◽  
Dushyanth B. Nagaraju ◽  
Fernanda Tovar-Moll ◽  
Ivanei Bramati ◽  
...  
Keyword(s):  
Alzheimer’S Disease ◽  
Alzheimer's Disease ◽  
Cognitive Impairment ◽  
Mild Cognitive Impairment ◽  
Diffusion Tensor ◽  
Ensemble Classification ◽  
Complex Graph ◽  
Diffusion Tensor Images

scholarly journals Comparative accuracies of two common screening instruments for classification of Alzheimer's disease, mild cognitive impairment, and healthy aging

2012 ◽  
Vol 9 (5) ◽  
pp. 529-537 ◽  
Author(s):  
David R. Roalf ◽  
Paul J. Moberg ◽  
Sharon X. Xie ◽  
David A. Wolk ◽  
Stephen T. Moelter ◽  
...  
Keyword(s):  
Alzheimer’S Disease ◽  
Alzheimer's Disease ◽  
Cognitive Impairment ◽  
Mild Cognitive Impairment ◽  
Healthy Aging ◽  
Screening Instruments

SVM classification of patients with Alzheimer's disease and mild cognitive impairment using hippocampal shape features

NeuroImage ◽  
2009 ◽  
Vol 47 ◽  
pp. S57 ◽  
Author(s):  
E Gerardin ◽  
M Chupin ◽  
R Cuingnet ◽  
B Dubois ◽  
S Lehéricy ◽  
...  
Keyword(s):  
Alzheimer’S Disease ◽  
Alzheimer's Disease ◽  
Cognitive Impairment ◽  
Mild Cognitive Impairment ◽  
Shape Features ◽  
Svm Classification

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

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 ◽  
Task Feature

scholarly journals Grey-matter volume as a potential feature for the classification of Alzheimer’s disease and mild cognitive impairment: an exploratory study

2014 ◽  
Vol 30 (3) ◽  
pp. 477-489 ◽  
Author(s):  
Yane Guo ◽  
Zengqiang Zhang ◽  
Bo Zhou ◽  
Pan Wang ◽  
Hongxiang Yao ◽  
...  
Keyword(s):  
Alzheimer’S Disease ◽  
Alzheimer's Disease ◽  
Cognitive Impairment ◽  
Mild Cognitive Impairment ◽  
Exploratory Study ◽  
Grey Matter ◽  
Grey Matter Volume ◽  
Matter Volume
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