STATISTICAL ANALYSIS OF FUNCTIONAL MRI DATA USING INDEPENDENT COMPONENT ANALYSIS

M. Bartés-Serrallonga; J. Solé-Casals; A. Adan; C. Falcón; N. Bargalló; J. M. Serra-Grabulosa

Research.Publish.Connect.

*Please fill out at least one Field. *Value must be an number!

Title:
ISBN:
Year:
Acronym:
Subject:

Advanced Search Proceedings Search

If you're looking for an exact phrase use quotation marks on text fields.

*Please fill out at least one Field.

Title:
Author:
Affiliation:
Subject:

Advanced Search Papers Search

If you're looking for an exact phrase use quotation marks on text fields.

*Please fill out at least one Field.

Name:
Affiliation:
Country:
Conference:
Subject:

Advanced Search Authors Search

If you're looking for an exact phrase use quotation marks on text fields.

*Please fill out at least one Field.

Name:
Country:
Subject:

Advanced Search Affiliations Search

If you're looking for an exact phrase use quotation marks on text fields.

Proceedings

Proceedings Search *Please fill out at least one Field. *Value must be an number!

Title:
ISBN:
Year:
Acronym:
Subject:

Advanced Search Proceedings Search

If you're looking for an exact phrase use quotation marks on text fields.

Papers

Papers Search *Please fill out at least one Field.

Title:
Author:
Affiliation:
Subject:

Advanced Search Papers Search

If you're looking for an exact phrase use quotation marks on text fields.

Authors

Authors Search *Please fill out at least one Field.

Name:
Affiliation:
Country:
Conference:
Subject:

Advanced Search Authors Search

If you're looking for an exact phrase use quotation marks on text fields.

Advanced Search

Paper

STATISTICAL ANALYSIS OF FUNCTIONAL MRI DATA USING INDEPENDENT COMPONENT ANALYSIS

In Proceedings of the International Conference on Neural Computation Theory and Applications - Volume 1: Special Session on Challenges in Neuroengineering, 430-436, 2011 , Paris, France

Authors: M. Bartés-Serrallonga ¹ ; J. Solé-Casals ¹ ; A. Adan ² ; C. Falcón ³ ; N. Bargalló ⁴ and J. M. Serra-Grabulosa ⁵

Affiliations: ¹ University of Vic, Spain ; ² Universitat de Barcelona, Institute for Brain and Cognition and Behaviour (IR3C), Spain ; ³ Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS) and CIBER-BBN, Spain ; ⁴ Hospital Clínic de Barcelona, Spain ; ⁵ Universitat de Barcelona and Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Spain

Keyword(s): Functional magnetic resonance imaging, Independent component analysis, BOLD.

Abstract: Functional magnetic resonance imaging (fMRI) is a technique to map the brain, anatomically as well as physiologically, which does not require any invasive analysis. In order to obtain brain activation maps, the subject under study must perform a task or be exposed to an external stimulus. At the same time a large amount of images are acquired using ultra-fast sequences through magnetic resonance. Afterwards, these images are processed and analyzed with statistical algorithms. This study was made in collaboration with the consolidated Neuropsychology Research Group of the University of Barcelona, focusing on applications of fMRI for the study of brain function in images obtained with various subjects. This group performed a study which analyzed fMRI data, acquired with various subjects, using the General Linear Model (GLM). The aim of our work was to analyze the same fMRI data using Independent Component Analysis (ICA) and compare the results with those obtained through GLM. Results s howed that ICA was able to find more active networks than GLM. The activations were found in frontal, parietal, occipital and temporal areas. (More)

CC BY-NC-ND 4.0

Guest: Register as new SciTePress user now for free.

SciTePress user: please login.

My Papers

You are not signed in, therefore limits apply to your IP address 18.188.68.115

In the current month:

Recent papers: 100 available of 100 total

2⁺ years older papers: 200 available of 200 total

Paper citation in several formats:

Bartés-Serrallonga, M.; Solé-Casals, J.; Adan, A.; Falcón, C.; Bargalló, N. and Serra-Grabulosa, J. (2011). STATISTICAL ANALYSIS OF FUNCTIONAL MRI DATA USING INDEPENDENT COMPONENT ANALYSIS. In Proceedings of the International Conference on Neural Computation Theory and Applications (IJCCI 2011) - Special Session on Challenges in Neuroengineering; ISBN 978-989-8425-84-3, SciTePress, pages 430-436. DOI: 10.5220/0003723504300436

@conference{special session on challenges in neuroengineering11,
author={M. Bartés{-}Serrallonga. and J. Solé{-}Casals. and A. Adan. and C. Falcón. and N. Bargalló. and J. M. Serra{-}Grabulosa.},
title={STATISTICAL ANALYSIS OF FUNCTIONAL MRI DATA USING INDEPENDENT COMPONENT ANALYSIS},
booktitle={Proceedings of the International Conference on Neural Computation Theory and Applications (IJCCI 2011) - Special Session on Challenges in Neuroengineering},
year={2011},
pages={430-436},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003723504300436},
isbn={978-989-8425-84-3},
}

TY - CONF

JO - Proceedings of the International Conference on Neural Computation Theory and Applications (IJCCI 2011) - Special Session on Challenges in Neuroengineering
TI - STATISTICAL ANALYSIS OF FUNCTIONAL MRI DATA USING INDEPENDENT COMPONENT ANALYSIS
SN - 978-989-8425-84-3
AU - Bartés-Serrallonga, M.
AU - Solé-Casals, J.
AU - Adan, A.
AU - Falcón, C.
AU - Bargalló, N.
AU - Serra-Grabulosa, J.
PY - 2011
SP - 430
EP - 436
DO - 10.5220/0003723504300436
PB - SciTePress