Individual Classification of Mild Cognitive Impairment Subtypes by Support Vector Machine Analysis of White Matter DTI

S. Haller; P. Missonnier; F.R. Herrmann; C. Rodriguez; M.-P. Deiber; D. Nguyen; G. Gold; K.-O. Lovblad; P. Giannakopoulos

doi:10.3174/ajnr.A3223

Research ArticleBrain

Open Access

Individual Classification of Mild Cognitive Impairment Subtypes by Support Vector Machine Analysis of White Matter DTI

S. Haller, P. Missonnier, F.R. Herrmann, C. Rodriguez, M.-P. Deiber, D. Nguyen, G. Gold, K.-O. Lovblad and P. Giannakopoulos

American Journal of Neuroradiology February 2013, 34 (2) 283-291; DOI: https://doi.org/10.3174/ajnr.A3223

S. Haller

aFrom the Service neuro-diagnostique et neuro-interventionnel DISIM (S.H., K-O.L.)

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

P. Missonnier

bDivision of General Psychiatry (P.M., C.R., P.G.)

cDivision of Neuropsychiatry (P.M., M.-P.D.)

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

F.R. Herrmann

dDepartment of Internal Medicine, Rehabilitation, and Geriatrics (G.G., F.R.H.), University Hospitals of Geneva, Geneva, Switzerland

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

C. Rodriguez

bDivision of General Psychiatry (P.M., C.R., P.G.)

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

M.-P. Deiber

cDivision of Neuropsychiatry (P.M., M.-P.D.)

eINSERM U1039, Faculty of Medicine (M.-P.D.), La Tronche, France

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

D. Nguyen

fCentre Diagnostic Radiologique Carouge (D.N.), Carouge, Switzerland

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

G. Gold

dDepartment of Internal Medicine, Rehabilitation, and Geriatrics (G.G., F.R.H.), University Hospitals of Geneva, Geneva, Switzerland

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

K.-O. Lovblad

aFrom the Service neuro-diagnostique et neuro-interventionnel DISIM (S.H., K-O.L.)

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

P. Giannakopoulos

bDivision of General Psychiatry (P.M., C.R., P.G.)

gDivision of Old Age Psychiatry (P.G.), University of Lausanne School of Medicine, Lausanne, Switzerland.

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Article
Figures & Data
Info & Metrics
Responses
References
PDF

Submit a Response to This Article

Compose eLetter

Title *

Contents

More information about text formats

Plain text

No HTML tags allowed.
Web page addresses and e-mail addresses turn into links automatically.
Lines and paragraphs break automatically.

Author Information

Contributors
First Name and Middle Initial * First or given name, e.g. 'Peter'. Last Name * Your last, or family, name, e.g. 'MacMoody'. Email Address * Your email address, e.g. higgs-boson@gmail.com Occupation * Your role and/or occupation, e.g. 'Orthopedic Surgeon'. Affiliation * Your organization or institution (if applicable), e.g. 'Royal Free Hospital'.

Statement of Competing Interests

Competing interests? *

Yes

Please describe the competing interests

Vertical Tabs

Jump to comment:

No eLetters have been published for this article.

PreviousNext

In this issue

American Journal of Neuroradiology

Vol. 34, Issue 2

1 Feb 2013

Table of Contents
Index by author

Download PDF

Email Article

Thank you for your interest in spreading the word on American Journal of Neuroradiology.

NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

Your Email *

Your Name *

Send To *

Enter multiple addresses on separate lines or separate them with commas.

You are going to email the following Individual Classification of Mild Cognitive Impairment Subtypes by Support Vector Machine Analysis of White Matter DTI

Message Subject (Your Name) has sent you a message from American Journal of Neuroradiology

Message Body (Your Name) thought you would like to see the American Journal of Neuroradiology web site.

Your Personal Message

CAPTCHA

This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.

Cite this article

S. Haller, P. Missonnier, F.R. Herrmann, C. Rodriguez, M.-P. Deiber, D. Nguyen, G. Gold, K.-O. Lovblad, P. Giannakopoulos

Individual Classification of Mild Cognitive Impairment Subtypes by Support Vector Machine Analysis of White Matter DTI

American Journal of Neuroradiology Feb 2013, 34 (2) 283-291; DOI: 10.3174/ajnr.A3223

Citation Manager Formats

BibTeX
Bookends
EasyBib
EndNote (tagged)
EndNote 8 (xml)
Medlars
Mendeley
Papers
RefWorks Tagged
Ref Manager
RIS
Zotero

0 Responses

Respond to this article

Bookmark this article

User Name *

Password *

Remember my user name & password.

Individual Classification of Mild Cognitive Impairment Subtypes by Support Vector Machine Analysis of White Matter DTI

S. Haller, P. Missonnier, F.R. Herrmann, C. Rodriguez, M.-P. Deiber, D. Nguyen, G. Gold, K.-O. Lovblad, P. Giannakopoulos

American Journal of Neuroradiology Feb 2013, 34 (2) 283-291; DOI: 10.3174/ajnr.A3223

Share This Article:

Tweet Widget
Facebook Like
Google Plus One

Purchase

Jump to section

Article
Figures & Data
Info & Metrics
Responses
References
PDF

No related articles found.

PubMed
Google Scholar

Cited By...

The "Peeking" Effect in Supervised Feature Selection on Diffusion Tensor Imaging Data

Crossref (41)
Google Scholar

This article has been cited by the following articles in journals that are participating in Crossref Cited-by Linking.

Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls

Mohammad R. Arbabshirani, Sergey Plis, Jing Sui, Vince D. Calhoun

NeuroImage 2017 145
Machine Learning Techniques for the Diagnosis of Alzheimer’s Disease

M. Tanveer, B. Richhariya, R. U. Khan, A. H. Rashid, P. Khanna, M. Prasad, C. T. Lin

ACM Transactions on Multimedia Computing, Communications, and Applications 2020 16 1s
Group-constrained sparse fMRI connectivity modeling for mild cognitive impairment identification

Chong-Yaw Wee, Pew-Thian Yap, Daoqiang Zhang, Lihong Wang, Dinggang Shen

Brain Structure and Function 2014 219 2
Arterial Spin Labeling May Contribute to the Prediction of Cognitive Deterioration in Healthy Elderly Individuals

Aikaterini Xekardaki, Cristelle Rodriguez, Marie-Louise Montandon, Simona Toma, Eline Tombeur, François R. Herrmann, Dina Zekry, Karl-Olof Lovblad, Frederik Barkhof, Panteleimon Giannakopoulos, Sven Haller

Radiology 2015 274 2
Artificial intelligence in brain MRI analysis of Alzheimer’s disease over the past 12 years: A systematic review

Tory O. Frizzell, Margit Glashutter, Careesa C. Liu, An Zeng, Dan Pan, Sujoy Ghosh Hajra, Ryan C.N. D’Arcy, Xiaowei Song

Ageing Research Reviews 2022 77
Multiparametric computer-aided differential diagnosis of Alzheimer’s disease and frontotemporal dementia using structural and advanced MRI

Esther E. Bron, Marion Smits, Janne M. Papma, Rebecca M. E. Steketee, Rozanna Meijboom, Marius de Groot, John C. van Swieten, Wiro J. Niessen, Stefan Klein

European Radiology 2017 27 8
State-of-the-art MRI techniques in neuroradiology: principles, pitfalls, and clinical applications

Magalie Viallon, Victor Cuvinciuc, Benedicte Delattre, Laura Merlini, Isabelle Barnaure-Nachbar, Seema Toso-Patel, Minerva Becker, Karl-Olof Lovblad, Sven Haller

Neuroradiology 2015 57 5
Detecting Alzheimer's Disease on Small Dataset: A Knowledge Transfer Perspective

Wei Li, Yifei Zhao, Xi Chen, Yang Xiao, Yuanyuan Qin

IEEE Journal of Biomedical and Health Informatics 2019 23 3
A multi‐modal, multi‐atlas‐based approach for Alzheimer detection via machine learning

Yousra Asim, Basit Raza, Ahmad Kamran Malik, Saima Rathore, Lal Hussain, Mohammad Aksam Iftikhar

International Journal of Imaging Systems and Technology 2018 28 2
Habitual sleep durations and subjective sleep quality predict white matter differences in the human brain

Sakh Khalsa, Joanne R. Hale, Aimee Goldstone, Rebecca S. Wilson, Stephen D. Mayhew, Manny Bagary, Andrew P. Bagshaw

Neurobiology of Sleep and Circadian Rhythms 2017 3

Main menu

User menu

Search

American Journal of Neuroradiology

Individual Classification of Mild Cognitive Impairment Subtypes by Support Vector Machine Analysis of White Matter DTI

Plain text

Vertical Tabs

Jump to comment:

In this issue

Citation Manager Formats

Related Articles

Cited By...

More in this TOC Section

Similar Articles

Indexed Content

Cases

Special Collections

Resources

Multimedia

About Us

American Society of Neuroradiology