AR2, a novel automatic muscle artifact reduction software method for ictal EEG interpretation: Validation and comparison of performance with commercially available software.

Article English OPEN

Weiss, Shennan Aibel; Asadi-Pooya, Ali A; Vangala, Sitaram; Moy, Stephanie; Wyeth, Dale H; Orosz, Iren; Gibbs, Michael; Schrader, Lara; Lerner, Jason; Cheng, Christopher K; Chang, Edward; Rajaraman, Rajsekar; Keselman, Inna; Churchman, Perdro; Bower-Baca, Christine; Numis, Adam L; Ho, Michael G; Rao, Lekha; Bhat, Annapoorna; Suski, Joanna; Asadollahi, Marjan; Ambrose, Timothy; Fernandez, Andres; Nei, Maromi; Skidmore, Christopher; Mintzer, Scott; Eliashiv, Dawn S; Mathern, Gary W; Nuwer, Marc R; Sperling, Michael; ... view all 32 authors

(2017)

Publisher: eScholarship, University of California

Journal: volume 6eissn: 2046-1402

Publisher copyright policies & self-archiving

Related identifiers: doi: 10.12688/f1000research.10569.2, pmc: PMC5399961
Subject: independent component analysis | seizure | Software Tool Article | scalp EEG | muscle artifact | Articles | electroencephalogram | Neuroimaging

Objective: To develop a novel software method (AR2) for reducing muscle contamination of ictal scalp electroencephalogram (EEG), and validate this method on the basis of its performance in comparison to a commercially available software method (AR1) to accurately depict... View more

References (34)
34 references, page 1 of 4
1
2
3
4
1 Williamson PD Spencer DD Spencer SS: Complex partial seizures of frontal lobe origin.Ann Neurol.1985;18(4):497–504. 10.1002/ana.410180413 4073842
2 Laskowitz DT Sperling MR French JA: The syndrome of frontal lobe epilepsy: characteristics and surgical management.Neurology.1995;45(4):780–7. 10.1212/WNL.45.4.780 7723970
3 Foldvary N Klem G Hammel J: The localizing value of ictal EEG in focal epilepsy.Neurology.2001;57(11):2022–8. 10.1212/WNL.57.11.2022 11739820
4 Knowlton RC: The role of FDG-PET, ictal SPECT, and MEG in the epilepsy surgery evaluation.Epilepsy Behav.2006;8(1):91–101. Review. 10.1016/j.yebeh.2005.10.015 16406729
5 Gotman J Ives JR Gloor P: Frequency content of EEG and EMG at seizure onset: possibility of removal of EMG artefact by digital filtering.Electroencephalogr Clin Neurophysiol.1981;52(6):626–39. 10.1016/0013-4694(81)91437-1 6172262
6 Bautista RE Spencer DD Spencer SS: EEG findings in frontal lobe epilepsies.Neurology.1998;50(6):1765–71. 10.1046/j.1528-1157.2002.37501.x 9633725
7 Worrell GA So EL Kazemi J: Focal ictal beta discharge on scalp EEG predicts excellent outcome of frontal lobe epilepsy surgery.Epilepsia.2002;43(3):277–82. 10.1046/j.1528-1157.2002.37501.x 11906513
8 Makeig S Bell AJ Jung TP: Independent component analysis of electroencephalographic data. Ad vances in neural information processing systems.1996;145–151. Reference Source
9 Makeig S Jung TP Bell AJ: Blind separation of auditory event-related brain responses into independent components.Proc Natl Acad Sci U S A.1997;94(20):10979–84. 10.1073/pnas.94.20.10979 9380745
10 Jung TP Makeig S Humphries C: Removing electroencephalographic artifacts by blind source separation.Psychophysiology.2000;37(2):163–78. 10.1111/1469-8986.3720163 10731767

Related Research Results (4)

Inferred by OpenAIRE

dataset Validity of two automatic artifact reduction software methods in ictal EEG interpretation. Dataset 1 (2016)	73%
dataset Validity of two automatic artifact reduction software methods in ictal EEG interpretation. Dataset 1 (2016)	73%
software Shennanw/Ar2: Ar2 (2017)	73%
software AR2 software on GitHub in support of 'AR2, a novel automatic muscle artifact reduction software method for ictal EEG interpretation: Validation and comparison of performance with commercially available software.'	72%

Similar Research Results (14)

14 research results, page 1 of 2

publication AR2, a novel automatic muscle artifact reduction software method for ictal EEG interpretation: Validation and comparison of performance with commercially available software [version 2; referees: 2 approved] (2017)	98%
publication Two Seizure-Onset Types Reveal Specific Patterns of High-Frequency Oscillations in a Model of Temporal Lobe Epilepsy (2012)	88%
publication Parsing spatiotemporal dynamical stability in ECoG during seizure onset, propagation, and termination (2017)	86%
publication The value of magnetoencephalography for seizure-onset zone localization in magnetic resonance imaging-negative partial epilepsy (2013)	83%
publication The value of magnetoencephalography for seizure-onset zone localization in magnetic resonance imaging-negative partial epilepsy (2013)	83%
publication The relationship between morphological lesion, magnetic source imaging, and intracranial stereo-electroencephalography in focal cortical dysplasia (2017)	82%
publication Data mining neocortical high-frequency oscillations in epilepsy and controls (2011)	82%
publication EPINETLAB: A Software for Seizure-Onset Zone Identification From Intracranial EEG Signal in Epilepsy (2018)	81%
publication EPINETLAB:a software for seizure-onset zone identification from intracranial EEG signal in epilepsy (2018)	81%
publication How to establish causality in epilepsy surgery (2013)	80%

Related Organizations (4)

Thomas Jefferson University ( Thomas Jefferson University ) United States Website url: http://www.jefferson.edu/	90%
UNIVERSITY OF CALIFORNIA . LOS ANGELES	90%
UNIVERSITY OF CALIFORNIA LOS ANGELES	90%
THOMAS JEFFERSON UNIVERSITY	90%

Metrics

Share - Bookmark

Download from
eScholarship - University of California via eScholarship - University of California (Article, 2017)
Europe PubMed Central via PubMed Central (Article, 2017)
eScholarship, University of California
Cite this publication