EEG Patterns Analysis of Methadone Patients with Closed Eyes Condition using Wilcoxon Test

Dwi Esti Kusumandari, M. Faizal Amri, Artha I. S., Rina Ristiana, Maissy Jahja, Arjon Turnip

Abstract

This research was conducted to know the effect of methadone on brain waves before and after consuming methadone with closed eyes and relaxed body conditions. EEG signal recording will use 19 channels, which are placed using a 10-20 system. The raw data will be filtered using a bandpass filter (0.5 - 70 Hz), removal of artifacts using the Independent Component Analysis (ICA) method, and feature extraction using the Fast Fourier Transform method. Then a significant test will be carried out using the Wilcoxon test with a significance value (accuracy) of 95% or p <0.05. The results were obtained, namely the effect of methadone on brain waves with an average number of participants that is 14 people on alpha waves. Furthermore, each wave occurs at a different recording stage.

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Paper Citation


in Harvard Style

Kusumandari D., Amri M., S. A., Ristiana R., Jahja M. and Turnip A. (2020). EEG Patterns Analysis of Methadone Patients with Closed Eyes Condition using Wilcoxon Test.In Proceedings of the International Conference on Culture Heritage, Education, Sustainable Tourism, and Innovation Technologies - Volume 1: CESIT, ISBN 978-989-758-501-2, pages 574-578. DOI: 10.5220/0010339005740578


in Bibtex Style

@conference{cesit20,
author={Dwi Esti Kusumandari and M. Faizal Amri and Artha I. S. and Rina Ristiana and Maissy Jahja and Arjon Turnip},
title={EEG Patterns Analysis of Methadone Patients with Closed Eyes Condition using Wilcoxon Test},
booktitle={Proceedings of the International Conference on Culture Heritage, Education, Sustainable Tourism, and Innovation Technologies - Volume 1: CESIT,},
year={2020},
pages={574-578},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010339005740578},
isbn={978-989-758-501-2},
}


in EndNote Style

TY - CONF

JO - Proceedings of the International Conference on Culture Heritage, Education, Sustainable Tourism, and Innovation Technologies - Volume 1: CESIT,
TI - EEG Patterns Analysis of Methadone Patients with Closed Eyes Condition using Wilcoxon Test
SN - 978-989-758-501-2
AU - Kusumandari D.
AU - Amri M.
AU - S. A.
AU - Ristiana R.
AU - Jahja M.
AU - Turnip A.
PY - 2020
SP - 574
EP - 578
DO - 10.5220/0010339005740578