Evolution of Graph Theory in Dynamic Functional Connectivity for Lateralization of Temporal Lobe Epilepsy

Evolution of Graph Theory in Dynamic Functional Connectivity for Lateralization of Temporal Lobe Epilepsy Publisher Pubmed

Fallahi A¹ ; Baniasad F² ; Lotfi N³ ; Mirbagheri M³ ; Mohammadimobarakeh N² ; Tapak L¹ ; Hashemifesharaki SS⁴ ; Pooyan M⁵ ; Mehvarihabibabadi J⁶ ; Nazemzadeh MR⁷

Show Affiliations

1. Biomedical Engineering Department, Hamedan University of Technology, Hamedan, Iran
2. Biomedical Engineering Department, Shahed University, Tehran, Iran
3. University of Zanjan, Zanjan, Iran
4. Pars Advanced Medical Research Center, Pars Hospital, Tehran, Iran
5. Physics and Biomedical Engineering Department, Tehran University of Medical Sciences, Tehran, Iran
6. Isfahan Neuroscience Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
7. Research Center for Science and Technology in Medicine, Tehran University of Medical Sciences, Tehran, Iran

Source: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS Published:2019

Abstract

Resting-state functional magnetic resonance imaging (rsfMRI) has described the functional architecture of the human brain in the absence of any task or stimulus. Since the functional connectivity (FC), has non-stationary nature, it is evidenced to be varying over time. Using dynamic functional connectivity, six graph theoretical characteristics were measured and compared between left and right temporal lobe epilepsy (TLE). We also obtain a trend for each characteristic in the time course of experiments. The results demonstrated that the static connectivity analysis failed to fully separate the left and right TLE patients for some characteristics, whereby the dynamic analysis has been shown capable of identifying the laterality. Furthermore, the results suggest that the temporal trend of some graph theoretical characteristics can be exploited as a novel marker for TLE laterality. © 2019 IEEE.

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Jafar Mehvari Habibabadi (13)

Raheleh Kafieh (1)

Style	Citing Format
MLA	Fallahi A, et al.. "Evolution of Graph Theory in Dynamic Functional Connectivity for Lateralization of Temporal Lobe Epilepsy." Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, vol. , no. , 2019, pp. 628-631.
APA	Fallahi A, Baniasad F, Lotfi N, Mirbagheri M, Mohammadimobarakeh N, Tapak L, Hashemifesharaki SS, Pooyan M, Mehvarihabibabadi J, Nazemzadeh MR (2019). Evolution of Graph Theory in Dynamic Functional Connectivity for Lateralization of Temporal Lobe Epilepsy. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, (), 628-631.
Chicago	Fallahi A, Baniasad F, Lotfi N, Mirbagheri M, Mohammadimobarakeh N, Tapak L, Hashemifesharaki SS, Pooyan M, Mehvarihabibabadi J, Nazemzadeh MR. "Evolution of Graph Theory in Dynamic Functional Connectivity for Lateralization of Temporal Lobe Epilepsy." Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS , no. (2019): 628-631.
Harvard	Fallahi A et al. (2019) 'Evolution of Graph Theory in Dynamic Functional Connectivity for Lateralization of Temporal Lobe Epilepsy', Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, (), pp. 628-631.
Vancouver	Fallahi A, Baniasad F, Lotfi N, Mirbagheri M, Mohammadimobarakeh N, Tapak L, et al.. Evolution of Graph Theory in Dynamic Functional Connectivity for Lateralization of Temporal Lobe Epilepsy. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 2019;():628-631.
BibTex	@article{ author = {Fallahi A and Baniasad F and Lotfi N and Mirbagheri M and Mohammadimobarakeh N and Tapak L and Hashemifesharaki SS and Pooyan M and Mehvarihabibabadi J and Nazemzadeh MR}, title = {Evolution of Graph Theory in Dynamic Functional Connectivity for Lateralization of Temporal Lobe Epilepsy}, journal = {Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS}, volume = {}, number = {}, pages = {628-631}, year = {2019} }
RIS	TY - JOUR AU - Fallahi A AU - Baniasad F AU - Lotfi N AU - Mirbagheri M AU - Mohammadimobarakeh N AU - Tapak L AU - Hashemifesharaki SS AU - Pooyan M AU - Mehvarihabibabadi J AU - Nazemzadeh MR TI - Evolution of Graph Theory in Dynamic Functional Connectivity for Lateralization of Temporal Lobe Epilepsy JO - Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS VL - IS - SP - 628 EP - 631 PY - 2019 ER -

Style

Citing Format

MLA

Fallahi A, et al.. "Evolution of Graph Theory in Dynamic Functional Connectivity for Lateralization of Temporal Lobe Epilepsy." Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, vol. , no. , 2019, pp. 628-631.

APA

Fallahi A, Baniasad F, Lotfi N, Mirbagheri M, Mohammadimobarakeh N, Tapak L, Hashemifesharaki SS, Pooyan M, Mehvarihabibabadi J, Nazemzadeh MR (2019). Evolution of Graph Theory in Dynamic Functional Connectivity for Lateralization of Temporal Lobe Epilepsy. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, (), 628-631.

Chicago

Fallahi A, Baniasad F, Lotfi N, Mirbagheri M, Mohammadimobarakeh N, Tapak L, Hashemifesharaki SS, Pooyan M, Mehvarihabibabadi J, Nazemzadeh MR. "Evolution of Graph Theory in Dynamic Functional Connectivity for Lateralization of Temporal Lobe Epilepsy." Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS , no. (2019): 628-631.

Harvard

Fallahi A et al. (2019) 'Evolution of Graph Theory in Dynamic Functional Connectivity for Lateralization of Temporal Lobe Epilepsy', Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, (), pp. 628-631.

Vancouver

Fallahi A, Baniasad F, Lotfi N, Mirbagheri M, Mohammadimobarakeh N, Tapak L, et al.. Evolution of Graph Theory in Dynamic Functional Connectivity for Lateralization of Temporal Lobe Epilepsy. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 2019;():628-631.

BibTex

@article{ author = {Fallahi A and Baniasad F and Lotfi N and Mirbagheri M and Mohammadimobarakeh N and Tapak L and Hashemifesharaki SS and Pooyan M and Mehvarihabibabadi J and Nazemzadeh MR}, title = {Evolution of Graph Theory in Dynamic Functional Connectivity for Lateralization of Temporal Lobe Epilepsy}, journal = {Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS}, volume = {}, number = {}, pages = {628-631}, year = {2019} }

RIS

TY - JOUR
AU - Fallahi A
AU - Baniasad F
AU - Lotfi N
AU - Mirbagheri M
AU - Mohammadimobarakeh N
AU - Tapak L
AU - Hashemifesharaki SS
AU - Pooyan M
AU - Mehvarihabibabadi J
AU - Nazemzadeh MR
TI - Evolution of Graph Theory in Dynamic Functional Connectivity for Lateralization of Temporal Lobe Epilepsy
JO - Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
VL -
IS -
SP - 628
EP - 631
PY - 2019
ER -

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Abstract