scholarly journals Empirical mode decomposition processing to improve multifocal-visual-evoked-potential signal analysis in multiple sclerosis

PLoS ONE ◽  
2018 ◽  
Vol 13 (4) ◽  
pp. e0194964 ◽  
Author(s):  
Luis de Santiago ◽  
Eva Sánchez-Morla ◽  
Román Blanco ◽  
Juan Manuel Miguel ◽  
Carlos Amo ◽  
...  
2020 ◽  
Vol 0 (0) ◽  
Author(s):  
Byuckjin Lee ◽  
Byeongnam Kim ◽  
Sun K. Yoo

AbstractObjectivesThe phase characteristics of the representative frequency components of the Electroencephalogram (EEG) can be a means of understanding the brain functions of human senses and perception. In this paper, we found out that visual evoked potential (VEP) is composed of the dominant multi-band component signals of the EEG through the experiment.MethodsWe analyzed the characteristics of VEP based on the theory that brain evoked potentials can be decomposed into phase synchronized signals. In order to decompose the EEG signal into across each frequency component signals, we extracted the signals in the time-frequency domain with high resolution using the empirical mode decomposition method. We applied the Hilbert transform (HT) to extract the signal and synthesized it into a frequency band signal representing VEP components. VEP could be decomposed into phase synchronized δ, θ, α, and β frequency signals. We investigated the features of visual brain function by analyzing the amplitude and latency of the decomposed signals in phase synchronized with the VEP and the phase-locking value (PLV) between brain regions.ResultsIn response to visual stimulation, PLV values were higher in the posterior lobe region than in the anterior lobe. In the occipital region, the PLV value of theta band was observed high.ConclusionsThe VEP signals decomposed into constituent frequency components through phase analysis can be used as a method of analyzing the relationship between activated signals and brain function related to visual stimuli.


Author(s):  
Paraskevas Zafeiropoulos ◽  
Andreas Katsanos ◽  
George Kitsos ◽  
Maria Stefaniotou ◽  
Ioannis Asproudis

Abstract Purpose To review the evidence on the usefulness of the multifocal visual evoked potential (mfVEP) test in patients with optic neuritis (ON) and/or multiple sclerosis (MS). Methods We critically review key published evidence on the use of mfVEP in ON/MS patients and its association with other functional and structural tests. Results Multifocal VEP tests are useful in detecting abnormality in patients with ON/MS and monitor the progression of lesions (remyelination, atrophy). In addition, mfVEP has good correlation with conventional visual evoked potential (VEP), standard automated perimetry, optical coherence tomography and magnetic resonance imaging. In patients with ON, mfVEP might be useful in predicting the risk of conversion to MS.


2015 ◽  
Vol 59 ◽  
pp. 134-141 ◽  
Author(s):  
L. de Santiago ◽  
A. Klistorner ◽  
M. Ortiz ◽  
A.J. Fernández-Rodríguez ◽  
J.M. Rodríguez Ascariz ◽  
...  

2020 ◽  
Vol Publish Ahead of Print ◽  
Author(s):  
Alexander Klistorner ◽  
James D. Triplett ◽  
Michael H. Barnett ◽  
Con Yiannikas ◽  
Joshua Barton ◽  
...  

2009 ◽  
Vol 15 (12) ◽  
pp. 1431-1441 ◽  
Author(s):  
Michal Laron ◽  
Han Cheng ◽  
Bin Zhang ◽  
Jade S Schiffman ◽  
Rosa A Tang ◽  
...  

Multifocal visual evoked potentials provide a topographic measure of visual response amplitude and latency. The objective of this study was to evaluate the sensitivity and specificity of the multifocal visual evoked potential technique in detecting visual abnormalities in patients with multiple sclerosis. Multifocal visual evoked potentials were recorded from 74 patients with multiple sclerosis with history of optic neuritis (MS-ON, n = 74 eyes) or without (MS-no-ON, n = 71 eyes), and 50 normal subjects (controls, n = 100 eyes) using a 60-sector pattern reversal dartboard stimulus (VERIS). Amplitude and latency for each sector were compared with normative data and assigned probabilities. Size and location of clusters of adjacent abnormal sectors ( p < 0.05) were examined. Mean response amplitudes were (± SE) 0.39 ± 0.02, 0.53 ± 0.02, and 0.60 ± 0.01 for MS-ON, MS-no-ON, and control groups, respectively, with significant differences between all groups ( p < 0.0001). Mean latencies (ms; ±SE relative to normative data) were 12.7 ± 1.3 (MS-ON), 4.3 ± 1.1 (MS-no-ON), and 0.3 ± 0.4 (controls); group differences again significant ( p < 0.0001). Half the MS-ON eyes had clusters larger than five sectors compared with 13% in MS-no-ON and 2% in controls. Abnormal sectors were distributed diffusely, although the largest cluster was smaller than 15 sectors in two-thirds of MS-ON eyes. Cluster criteria combining amplitude and latency showed an area of 0.96 under the receiver operating characteristic curve, yielding a criterion with 91% sensitivity and 95% specificity. We conclude that the multifocal visual evoked potential provides high sensitivity and specificity in detecting abnormalities in visual function in multiple sclerosis patients.


2011 ◽  
Vol 89 (7) ◽  
pp. e550-e554 ◽  
Author(s):  
Anjana P. Jindal ◽  
David Fleischman ◽  
Ben Leiby ◽  
George L. Spaeth ◽  
Jonathan S. Myers ◽  
...  

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