Literature DB >> 31855828

Emerging roles of network analysis for epilepsy.

William Stacey1, Mark Kramer2, Kristin Gunnarsdottir3, Jorge Gonzalez-Martinez4, Kareem Zaghloul5, Sara Inati6, Sridevi Sarma7, Jennifer Stiso8, Ankit N Khambhati8, Danielle S Bassett8, Rachel J Smith9, Virginia B Liu10, Beth A Lopour9, Richard Staba11.   

Abstract

In recent years there has been increasing interest in applying network science tools to EEG data. At the 2018 American Epilepsy Society conference in New Orleans, LA, the yearly session of the Engineering and Neurostimulation Special Interest Group focused on emerging, translational technologies to analyze seizure networks. Each speaker demonstrated practical examples of how network tools can be utilized in clinical care and provide additional data to help care for patients with intractable epilepsy. The groups presented advances using tools from functional connectivity, control theory, and graph theory to analyze human EEG data. These tools have great potential to augment clinical interpretation of EEG signals.
Copyright © 2019 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Control theory; EEG; Functional connectivity; Graph theory; Infantile spasms; Network analysis

Mesh:

Year:  2019        PMID: 31855828      PMCID: PMC6990460          DOI: 10.1016/j.eplepsyres.2019.106255

Source DB:  PubMed          Journal:  Epilepsy Res        ISSN: 0920-1211            Impact factor:   3.045


  45 in total

1.  Increased resting-state EEG functional connectivity in benign childhood epilepsy with centro-temporal spikes.

Authors:  Béla Clemens; Szilvia Puskás; Tamás Spisák; Imre Lajtos; Gábor Opposits; Mónika Besenyei; Katalin Hollódy; András Fogarasi; Noémi Zsuzsanna Kovács; István Fekete; Miklós Emri
Journal:  Seizure       Date:  2016-01-07       Impact factor: 3.184

Review 2.  Nonlinear multivariate analysis of neurophysiological signals.

Authors:  Ernesto Pereda; Rodrigo Quian Quiroga; Joydeep Bhattacharya
Journal:  Prog Neurobiol       Date:  2005-11-14       Impact factor: 11.685

3.  Epileptic seizures may begin hours in advance of clinical onset: a report of five patients.

Authors:  B Litt; R Esteller; J Echauz; M D'Alessandro; R Shor; T Henry; P Pennell; C Epstein; R Bakay; M Dichter; G Vachtsevanos
Journal:  Neuron       Date:  2001-04       Impact factor: 17.173

4.  Emergence of stable functional networks in long-term human electroencephalography.

Authors:  Catherine J Chu; Mark A Kramer; Jay Pathmanathan; Matt T Bianchi; M Brandon Westover; Lauren Wizon; Sydney S Cash
Journal:  J Neurosci       Date:  2012-02-22       Impact factor: 6.167

5.  Measurement of small time differences between EEG channels: method and application to epileptic seizure propagation.

Authors:  J Gotman
Journal:  Electroencephalogr Clin Neurophysiol       Date:  1983-11

6.  Spatially clustered neuronal assemblies comprise the microstructure of synchrony in chronically epileptic networks.

Authors:  Sarah Feldt Muldoon; Ivan Soltesz; Rosa Cossart
Journal:  Proc Natl Acad Sci U S A       Date:  2013-02-11       Impact factor: 11.205

7.  MNE software for processing MEG and EEG data.

Authors:  Alexandre Gramfort; Martin Luessi; Eric Larson; Denis A Engemann; Daniel Strohmeier; Christian Brodbeck; Lauri Parkkonen; Matti S Hämäläinen
Journal:  Neuroimage       Date:  2013-10-24       Impact factor: 6.556

8.  The impact of hypsarrhythmia on infantile spasms treatment response: Observational cohort study from the National Infantile Spasms Consortium.

Authors:  Scott T Demarest; Renée A Shellhaas; William D Gaillard; Cynthia Keator; Katherine C Nickels; Shaun A Hussain; Tobias Loddenkemper; Anup D Patel; Russell P Saneto; Elaine Wirrell; Iván Sánchez Fernández; Catherine J Chu; Zachary Grinspan; Courtney J Wusthoff; Sucheta Joshi; Ismail S Mohamed; Carl E Stafstrom; Cynthia V Stack; Elissa Yozawitz; Judith S Bluvstein; Rani K Singh; Kelly G Knupp
Journal:  Epilepsia       Date:  2017-11-03       Impact factor: 5.864

9.  Epileptic neuronal networks: methods of identification and clinical relevance.

Authors:  Hermann Stefan; Fernando H Lopes da Silva
Journal:  Front Neurol       Date:  2013-03-01       Impact factor: 4.003

10.  EEG Resting State Functional Connectivity Analysis in Children with Benign Epilepsy with Centrotemporal Spikes.

Authors:  Azeez Adebimpe; Ardalan Aarabi; Emilie Bourel-Ponchel; Mahdi Mahmoudzadeh; Fabrice Wallois
Journal:  Front Neurosci       Date:  2016-03-31       Impact factor: 4.677

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  11 in total

Review 1.  Network dysfunction in pre and postsurgical epilepsy: connectomics as a tool and not a destination.

Authors:  Graham W Johnson; Derek J Doss; Dario J Englot
Journal:  Curr Opin Neurol       Date:  2022-04-01       Impact factor: 5.710

2.  Different Frequency Bands in Various Regions of the Brain Play Different Roles in the Onset and Wake-Sleep Stages of Infantile Spasms.

Authors:  Yan Dong; Ruijuan Xu; Yaodong Zhang; Yali Shi; Kaixian Du; Tianming Jia; Jun Wang; Fang Wang
Journal:  Front Pediatr       Date:  2022-05-12       Impact factor: 3.569

3.  Network connectivity predicts effectiveness of responsive neurostimulation in focal epilepsy.

Authors:  Joline M Fan; Anthony T Lee; Kiwamu Kudo; Kamalini G Ranasinghe; Hirofumi Morise; Anne M Findlay; Heidi E Kirsch; Edward F Chang; Srikantan S Nagarajan; Vikram R Rao
Journal:  Brain Commun       Date:  2022-04-26

4.  A taxonomy of seizure dynamotypes.

Authors:  Maria Luisa Saggio; Dakota Crisp; Jared M Scott; Philippa Karoly; Levin Kuhlmann; Mitsuyoshi Nakatani; Tomohiko Murai; Matthias Dümpelmann; Andreas Schulze-Bonhage; Akio Ikeda; Mark Cook; Stephen V Gliske; Jack Lin; Christophe Bernard; Viktor Jirsa; William C Stacey
Journal:  Elife       Date:  2020-07-21       Impact factor: 8.140

5.  Fragility Limits Performance in Complex Networks.

Authors:  Fabio Pasqualetti; Shiyu Zhao; Chiara Favaretto; Sandro Zampieri
Journal:  Sci Rep       Date:  2020-02-04       Impact factor: 4.379

6.  Semi-automatic Extraction of Functional Dynamic Networks Describing Patient's Epileptic Seizures.

Authors:  Gaëtan Frusque; Pierre Borgnat; Paulo Gonçalves; Julien Jung
Journal:  Front Neurol       Date:  2020-12-11       Impact factor: 4.003

7.  Interpretable EEG seizure prediction using a multiobjective evolutionary algorithm.

Authors:  Mauro Pinto; Tiago Coelho; Adriana Leal; Fábio Lopes; António Dourado; Pedro Martins; César Teixeira
Journal:  Sci Rep       Date:  2022-03-15       Impact factor: 4.379

8.  Drug-resistant focal epilepsy in children is associated with increased modal controllability of the whole brain and epileptogenic regions.

Authors:  Aswin Chari; Kiran K Seunarine; Xiaosong He; Martin M Tisdall; Christopher A Clark; Dani S Bassett; Rod C Scott; Richard E Rosch
Journal:  Commun Biol       Date:  2022-04-28

Review 9.  EEG biomarkers for the diagnosis and treatment of infantile spasms.

Authors:  Blanca Romero Milà; Kavyakantha Remakanthakurup Sindhu; John R Mytinger; Daniel W Shrey; Beth A Lopour
Journal:  Front Neurol       Date:  2022-07-28       Impact factor: 4.086

10.  Prevalence and factors of compassion fatigue among Chinese psychiatric nurses: A cross-sectional study.

Authors:  Wanqing Xie; Jialin Wang; Chizimuzo T C Okoli; Huijuan He; Fen Feng; Linli Zhuang; Ping Tang; Li Zeng; Man Jin
Journal:  Medicine (Baltimore)       Date:  2020-07-17       Impact factor: 1.817

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