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Authors: Fabrício Henrique Simozo 1 ; João Batista Destro Filho 2 and Luiz Otávio Murta Junior 1

Affiliations: 1 University of São Paulo, Brazil ; 2 Federal University of Uberlandia, Brazil

ISBN: 978-989-758-056-7

Keyword(s): Epilepsy, Electroencephalogram (EEG), Seizure Prediction, Detrended Fluctuation Analysis, High Frequency Oscillations (HFO).

Related Ontology Subjects/Areas/Topics: Biomedical Engineering ; Biomedical Instruments and Devices ; Brain-Computer Interfaces ; Devices ; EMG Signal Processing and Applications ; Health Engineering and Technology Applications ; Human-Computer Interaction ; Neural Signal Processing ; NeuroSensing and Diagnosis ; Neurotechnology, Electronics and Informatics ; Physiological Computing Systems

Abstract: We tested the applicability of methods based on Detrended Fluctuation Analysis and HFO detection to the analysis of EEG signals from patients diagnosed with epilepsy, in order to test how efficient these methods would behave in a seizure prediction application. We were able to statistically distinguish the coefficients estimated in the pre-ictal period from the coefficients obtained on the inter-ictal period, suggesting that the methods can be used to the development of seizure detection algorithms.

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Paper citation in several formats:
Simozo, F.; Batista Destro Filho, J. and Otávio Murta Junior, L. (2014). Detrended-Fluctuation-Analysis (DFA) and High-Frequency-Oscillation (HFO) Coefficients and Their Relationship to Epileptic Seizures.In Proceedings of the 2nd International Congress on Neurotechnology, Electronics and Informatics - Volume 1: NEUROTECHNIX, ISBN 978-989-758-056-7, pages 99-105. DOI: 10.5220/0005095000990105

@conference{neurotechnix14,
author={Fabrício Henrique Simozo. and João Batista Destro Filho. and Luiz Otávio Murta Junior.},
title={Detrended-Fluctuation-Analysis (DFA) and High-Frequency-Oscillation (HFO) Coefficients and Their Relationship to Epileptic Seizures},
booktitle={Proceedings of the 2nd International Congress on Neurotechnology, Electronics and Informatics - Volume 1: NEUROTECHNIX,},
year={2014},
pages={99-105},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005095000990105},
isbn={978-989-758-056-7},
}

TY - CONF

JO - Proceedings of the 2nd International Congress on Neurotechnology, Electronics and Informatics - Volume 1: NEUROTECHNIX,
TI - Detrended-Fluctuation-Analysis (DFA) and High-Frequency-Oscillation (HFO) Coefficients and Their Relationship to Epileptic Seizures
SN - 978-989-758-056-7
AU - Simozo, F.
AU - Batista Destro Filho, J.
AU - Otávio Murta Junior, L.
PY - 2014
SP - 99
EP - 105
DO - 10.5220/0005095000990105

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