Early diagnosis of Alzheimer׳s disease based on partial least squares, principal component analysis and support vector machine using segmented MRI images-Reference-Cited by-同舟云学术

Early diagnosis of Alzheimer׳s disease based on partial least squares, principal component analysis and support vector machine using segmented MRI images

Published:2015-03 Issue: Volume:151 Page:139-150
ISSN:0925-2312
Container-title:Neurocomputing
language:en
Short-container-title:Neurocomputing

Author:

Khedher L.,Ramírez J.,Górriz J.M.,Brahim A.,Segovia F.

Funder

MICINN

Consejería de Innovación, Ciencia y Empresa (Junta de Andalucía, Spain) under the Excellence Projects

Alzheimer׳s Disease Neuroimaging Initiative (ADNI)

National Institutes of Health

DOD ADNI (Department of Defense

National Institute on Aging, the National Institute of Biomedical Imaging and Bioengineering

Alzheimer׳s Drug Discovery Foundation

Foundation for the National Institutes of Health

Northern California Institute for Research and Education

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference62 articles.

1. Hippocampal shape analysis of Alzheimer disease based on machine learning methods;Li;AJNR Am. J. Neuroradiol.,2007

2. Forecasting the global burden of Alzheimer׳s disease;Brookmeyer;Alzheimer׳s Dement.,2007

3. Alzheimer׳s Association, Alzheimer׳s disease facts and figures, Alzheimer׳s Dement. 9 (2) (2013) 208–245.

4. Role of imaging techniques in the diagnosis of dementia;O׳Brien;Br. J. Radiol.,2007

5. Magnetic resonance imaging characterization of brain structure and function in mild cognitive impairment, a review;Ries;J. Am. Geriatr. Soc.,2008

Cited by 203 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Dual hypergraphs with feature weighted and latent space learning for the diagnosis of Alzheimer’s disease;Information Fusion;2024-12

2. Advancements in deep learning for Alzheimer's disease diagnosis: A comprehensive exploration and critical analysis of neuroimaging approaches;Expert Systems;2024-08

3. Predicting progression from subjective cognitive decline to mild cognitive impairment or dementia based on brain atrophy patterns;Alzheimer's Research & Therapy;2024-07-05

4. MVComp toolbox: MultiVariate Comparisons of brain MRI features accounting for common information across measures;Aperture Neuro;2024-06-04

5. Identifying HRV patterns in ECG signals as early markers of dementia;Expert Systems with Applications;2024-06