A methodology to determine a tolerance parameter in the calculation of the entropy in abnormal EEG transients

C. A. Ramírez-Fuentes, V. Barrera-Figueroa, B. Tovar-Corona, M. A. Silva-Ramírez, L. I. Garay-Jiménez

Research output: Contribution to conferencePaper

Abstract

In order to characterize abnormal behaviours related to epileptic seizures and other neurological disorders, in this paper it is described a methodology to find an optimum tolerance criterion r to estimate the entropy of abnormal transients with a duration of two seconds from electroencephalograms (EEG) recordings of patients diagnosed with partial epilepsy, attention deficit/hyperactivity disorder (ADHD), and conduct disorder (CD). The considered EEG signals come from patients with different ages diagnosed with these cerebral disorders. Approximate entropy (ApEn) and sampling entropy (SampEn) of the transients lead to the determination of an appropriate value for the parameter r. With the present approach it is possible to obtain an accurate identification of abnormal transients in EEG signals of small duration and reliable estimations of their entropies.

Original languageEnglish
Pages80-85
Number of pages6
StatePublished - 1 Jan 2019
Event10th International Multi-Conference on Complexity, Informatics and Cybernetics, IMCIC 2019 - Orlando, United States
Duration: 12 Mar 201915 Mar 2019

Conference

Conference10th International Multi-Conference on Complexity, Informatics and Cybernetics, IMCIC 2019
CountryUnited States
CityOrlando
Period12/03/1915/03/19

Fingerprint

Electroencephalography
Entropy
Sampling

Keywords

  • Abnormal transients
  • ADHD
  • Approximate entropy
  • Conduct disorder
  • EEG recordings
  • Epilepsy
  • Sampling entropy

Cite this

Ramírez-Fuentes, C. A., Barrera-Figueroa, V., Tovar-Corona, B., Silva-Ramírez, M. A., & Garay-Jiménez, L. I. (2019). A methodology to determine a tolerance parameter in the calculation of the entropy in abnormal EEG transients. 80-85. Paper presented at 10th International Multi-Conference on Complexity, Informatics and Cybernetics, IMCIC 2019, Orlando, United States.
Ramírez-Fuentes, C. A. ; Barrera-Figueroa, V. ; Tovar-Corona, B. ; Silva-Ramírez, M. A. ; Garay-Jiménez, L. I. / A methodology to determine a tolerance parameter in the calculation of the entropy in abnormal EEG transients. Paper presented at 10th International Multi-Conference on Complexity, Informatics and Cybernetics, IMCIC 2019, Orlando, United States.6 p.
@conference{622550725319483dbfa1c5d198b3cf29,
title = "A methodology to determine a tolerance parameter in the calculation of the entropy in abnormal EEG transients",
abstract = "In order to characterize abnormal behaviours related to epileptic seizures and other neurological disorders, in this paper it is described a methodology to find an optimum tolerance criterion r to estimate the entropy of abnormal transients with a duration of two seconds from electroencephalograms (EEG) recordings of patients diagnosed with partial epilepsy, attention deficit/hyperactivity disorder (ADHD), and conduct disorder (CD). The considered EEG signals come from patients with different ages diagnosed with these cerebral disorders. Approximate entropy (ApEn) and sampling entropy (SampEn) of the transients lead to the determination of an appropriate value for the parameter r. With the present approach it is possible to obtain an accurate identification of abnormal transients in EEG signals of small duration and reliable estimations of their entropies.",
keywords = "Abnormal transients, ADHD, Approximate entropy, Conduct disorder, EEG recordings, Epilepsy, Sampling entropy",
author = "Ram{\'i}rez-Fuentes, {C. A.} and V. Barrera-Figueroa and B. Tovar-Corona and Silva-Ram{\'i}rez, {M. A.} and Garay-Jim{\'e}nez, {L. I.}",
year = "2019",
month = "1",
day = "1",
language = "Ingl{\'e}s",
pages = "80--85",
note = "null ; Conference date: 12-03-2019 Through 15-03-2019",

}

Ramírez-Fuentes, CA, Barrera-Figueroa, V, Tovar-Corona, B, Silva-Ramírez, MA & Garay-Jiménez, LI 2019, 'A methodology to determine a tolerance parameter in the calculation of the entropy in abnormal EEG transients' Paper presented at 10th International Multi-Conference on Complexity, Informatics and Cybernetics, IMCIC 2019, Orlando, United States, 12/03/19 - 15/03/19, pp. 80-85.

A methodology to determine a tolerance parameter in the calculation of the entropy in abnormal EEG transients. / Ramírez-Fuentes, C. A.; Barrera-Figueroa, V.; Tovar-Corona, B.; Silva-Ramírez, M. A.; Garay-Jiménez, L. I.

2019. 80-85 Paper presented at 10th International Multi-Conference on Complexity, Informatics and Cybernetics, IMCIC 2019, Orlando, United States.

Research output: Contribution to conferencePaper

TY - CONF

T1 - A methodology to determine a tolerance parameter in the calculation of the entropy in abnormal EEG transients

AU - Ramírez-Fuentes, C. A.

AU - Barrera-Figueroa, V.

AU - Tovar-Corona, B.

AU - Silva-Ramírez, M. A.

AU - Garay-Jiménez, L. I.

PY - 2019/1/1

Y1 - 2019/1/1

N2 - In order to characterize abnormal behaviours related to epileptic seizures and other neurological disorders, in this paper it is described a methodology to find an optimum tolerance criterion r to estimate the entropy of abnormal transients with a duration of two seconds from electroencephalograms (EEG) recordings of patients diagnosed with partial epilepsy, attention deficit/hyperactivity disorder (ADHD), and conduct disorder (CD). The considered EEG signals come from patients with different ages diagnosed with these cerebral disorders. Approximate entropy (ApEn) and sampling entropy (SampEn) of the transients lead to the determination of an appropriate value for the parameter r. With the present approach it is possible to obtain an accurate identification of abnormal transients in EEG signals of small duration and reliable estimations of their entropies.

AB - In order to characterize abnormal behaviours related to epileptic seizures and other neurological disorders, in this paper it is described a methodology to find an optimum tolerance criterion r to estimate the entropy of abnormal transients with a duration of two seconds from electroencephalograms (EEG) recordings of patients diagnosed with partial epilepsy, attention deficit/hyperactivity disorder (ADHD), and conduct disorder (CD). The considered EEG signals come from patients with different ages diagnosed with these cerebral disorders. Approximate entropy (ApEn) and sampling entropy (SampEn) of the transients lead to the determination of an appropriate value for the parameter r. With the present approach it is possible to obtain an accurate identification of abnormal transients in EEG signals of small duration and reliable estimations of their entropies.

KW - Abnormal transients

KW - ADHD

KW - Approximate entropy

KW - Conduct disorder

KW - EEG recordings

KW - Epilepsy

KW - Sampling entropy

UR - http://www.scopus.com/inward/record.url?scp=85066049217&partnerID=8YFLogxK

M3 - Artículo

AN - SCOPUS:85066049217

SP - 80

EP - 85

ER -

Ramírez-Fuentes CA, Barrera-Figueroa V, Tovar-Corona B, Silva-Ramírez MA, Garay-Jiménez LI. A methodology to determine a tolerance parameter in the calculation of the entropy in abnormal EEG transients. 2019. Paper presented at 10th International Multi-Conference on Complexity, Informatics and Cybernetics, IMCIC 2019, Orlando, United States.