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Authors: Dwi Esti Kusumandari 1 ; M. Faizal Amri 1 ; Artha I. S. 1 ; Rina Ristiana 1 ; Maissy Jahja 2 and Arjon Turnip 3

Affiliations: 1 Technical Implementation Unit for Instrumentation Development, Indonesian Institute of Sciences, Indonesia ; 2 Department of Physical Engineering, Telkom University, Bandung, Indonesia ; 3 Department of Electrical Engineering, Padjadjaran University, Bandung, Indonesia

Keyword(s): Methadone, EEG, Brain Waves, Wilcoxon Test.

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 several formats:
Kusumandari, D.; Amri, M.; S., A.; Ristiana, R.; Jahja, M. and Turnip, A. (2021). 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 - CESIT; ISBN 978-989-758-501-2, SciTePress, pages 574-578. DOI: 10.5220/0010339005740578

@conference{cesit21,
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 - CESIT},
year={2021},
pages={574-578},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010339005740578},
isbn={978-989-758-501-2},
}

TY - CONF

JO - Proceedings of the International Conference on Culture Heritage, Education, Sustainable Tourism, and Innovation Technologies - 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 - 2021
SP - 574
EP - 578
DO - 10.5220/0010339005740578
PB - SciTePress

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