Support vector machine-based classification of Alzheimer’s disease from whole-brain anatomical MRI-Reference-Cited by-同舟云学术

Support vector machine-based classification of Alzheimer’s disease from whole-brain anatomical MRI

Published:2008-10-10 Issue:2 Volume:51 Page:73-83
ISSN:0028-3940
Container-title:Neuroradiology
language:en
Short-container-title:Neuroradiology

Author:

Magnin Benoît,Mesrob Lilia,Kinkingnéhun Serge,Pélégrini-Issac Mélanie,Colliot Olivier,Sarazin Marie,Dubois Bruno,Lehéricy Stéphane,Benali Habib

Publisher

Springer Science and Business Media LLC

Subject

Cardiology and Cardiovascular Medicine,Clinical Neurology,Radiology Nuclear Medicine and imaging

Link

http://link.springer.com/content/pdf/10.1007/s00234-008-0463-x.pdf

Reference57 articles.

1. Brookmeyer R, Gray S, Kawas C (1998) Projections of Alzheimer’s disease in the United States and the public health impact of delaying disease onset. Am J Public Health 88:1337–1342

2. Ferri CP, Prince M, Brayne C, Brodaty H, Fratiglioni L, Ganguli M, Hall K, Hasegawa K, Hendrie H, Huang Y, Jorm A, Mathers C, Menezes PR, Rimmer E, Scazufca M (2005) Global prevalence of dementia: a Delphi consensus study. Lancet 366:2112–2117 doi: 10.1016/S0140-6736(05)67889-0

3. Ramaroson H, Helmer C, Barberger-Gateau P, Letenneur L, Dartigues J (2003) Prevalence of dementia and Alzheimer’s disease among subjects aged 75 years or over: updated results of the PAQUID cohort. Rev Neurol (Paris) 159:405–411 (in French)

4. Winblad B, Wimo A (1999) Assessing the societal impact of acetylcholinesterase inhibitor therapies. Alzheimer Dis Assoc Disord 13(Suppl 2):S9–S19 doi: 10.1097/00002093-199911002-00003

5. DeKosky ST, Marek K (2003) Looking backward to move forward: early detection of neurodegenerative disorders. Science 302:830–834 doi: 10.1126/science.1090349

Cited by 358 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. Beyond group classification: Probabilistic differential diagnosis of frontotemporal dementia and Alzheimer’s disease with MRI and CSF biomarkers;Neurobiology of Aging;2024-12

2. A quantitative analysis of Alzheimer’s Disease and construction of an early Alzheimer’s detection deep learning system (EADDLS) using MRI data via machine learning along with ADmod: spatiotemporal-aware brain-amyloidβ growth model, using deep encoder-decoder networks about MRI;2024-08-07

3. Interpretable medical deep framework by logits-constraint attention guiding graph-based multi-scale fusion for Alzheimer’s disease analysis;Pattern Recognition;2024-08

4. HAMMF: Hierarchical attention-based multi-task and multi-modal fusion model for computer-aided diagnosis of Alzheimer’s disease;Computers in Biology and Medicine;2024-06

5. Integration of graph network with kernel SVM and logistic regression for identification of biomarkers in SCA12 and its diagnosis;Cerebral Cortex;2024-04-01