Literature DB >> 23366862

Comparative study between Sample Entropy and Detrended Fluctuation Analysis performance on EEG records under data loss.

E M Cirugeda-Roldán1, A Molina-Picó, D Cuesta-Frau, S Oltra-Crespo, P Miró-Martínez.   

Abstract

This study compares two signal entropy measures, Sample Entropy (SampEn) and Detrended Fluctuation Analysis (DFA) over real EEG signals after a randomized sample removal. Both measures have demonstrated their ability to discern between, among others: control and pathologic EEG signals, seizure free or not, control and opened eyes EEG, and side of brain signals. Results show that SampEn behaves better when analyzing control signals, while DFA provides better segmentation results between epileptic signals, in the context of sample loss, particularly when discerning between seizure and seizure free signal intervals.

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Year:  2012        PMID: 23366862     DOI: 10.1109/EMBC.2012.6346901

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  3 in total

1.  Long-Range Temporal Correlations of Patients in Minimally Conscious State Modulated by Spinal Cord Stimulation.

Authors:  Zhenhu Liang; Jiani Li; Xiaoyu Xia; Yong Wang; Xiaoli Li; Jianghong He; Yang Bai
Journal:  Front Physiol       Date:  2018-10-29       Impact factor: 4.566

2.  Monitoring Gait Complexity as an Indicator for Running-Related Injury Risk in Collegiate Cross-Country Runners: A Proof-of-Concept Study.

Authors:  Allison H Gruber; James McDonnell; John J Davis; Jacob E Vollmar; Jaroslaw Harezlak; Max R Paquette
Journal:  Front Sports Act Living       Date:  2021-05-21

3.  Sample Entropy Analysis of Noisy Atrial Electrograms during Atrial Fibrillation.

Authors:  Eva María Cirugeda-Roldán; Antonio Molina Picó; Daniel Novák; David Cuesta-Frau; Vaclav Kremen
Journal:  Comput Math Methods Med       Date:  2018-06-13       Impact factor: 2.238

  3 in total

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