Detection of Epilepsy Seizures and Epileptic Indicators in EEG Signals

被引：0
|
作者：
Yuecel, Zeynep [1 ]
Oezgueler, A. Buelent [1 ]
机构：
[1] Bilkent Univ, Elekt Elekt Muhendisligi Bolumu, Ankara, Turkey
来源：
2008 IEEE 16TH SIGNAL PROCESSING, COMMUNICATION AND APPLICATIONS CONFERENCE, VOLS 1 AND 2 | 2008年
关键词：
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Symptoms of epilepsy, which is characterized by abnormal brain electrical activity, can be observed on electroencephalography (EEG) signal. This paper employs models of chaotic measures of EEG and aims to help detection of epilepsy seizures and diagnosis of epileptic indicators in seizure-free signals.
引用
下载
收藏
页码：898 / 901
页数：4
相关论文
共 50 条
  • [21] Epileptic Seizures Detection in EEG Signals Using Fusion Handcrafted and Deep Learning Features
    Malekzadeh, Anis
    Zare, Assef
    Yaghoobi, Mahdi
    Kobravi, Hamid-Reza
    Alizadehsani, Roohallah
    SENSORS, 2021, 21 (22)
  • [22] CLASSIFICATION OF EEG SIGNALS FOR DETECTION OF EPILEPTIC SEIZURES BASED ON WAVELETS AND STATISTICAL PATTERN RECOGNITION
    Gajic, Dragoljub
    Djurovic, Zeljko
    Di Gennaro, Stefano
    Gustafsson, Fredrik
    BIOMEDICAL ENGINEERING-APPLICATIONS BASIS COMMUNICATIONS, 2014, 26 (02):
  • [23] Detection of epileptic seizures through EEG signals using entropy features and ensemble learning
    Dastgoshadeh, Mahshid
    Rabiei, Zahra
    FRONTIERS IN HUMAN NEUROSCIENCE, 2023, 16
  • [24] Detection of epileptic seizures on EEG signals using ANFIS classifier, autoencoders and fuzzy entropies
    Shoeibi, Afshin
    Ghassemi, Navid
    Khodatars, Marjane
    Moridian, Parisa
    Alizadehsani, Roohallah
    Zare, Assef
    Khosravi, Abbas
    Subasi, Abdulhamit
    Acharya, U. Rajendra
    Gorriz, Juan M.
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2022, 73
  • [25] Forecasting Epileptic Seizures Using XGBoost Methodology and EEG Signals
    Mounika S.
    Reeja S.R.
    EAI Endorsed Transactions on Pervasive Health and Technology, 2024, 10
  • [26] Optimized deep neural network architecture for robust detection of epileptic seizures using EEG signals
    Hussein, Ramy
    Palangi, Hamid
    Ward, Rabab K.
    Wang, Z. Jane
    CLINICAL NEUROPHYSIOLOGY, 2019, 130 (01) : 25 - 37
  • [27] Detection of Epileptic Seizures in EEG Signals with Rule-Based Interpretation by Random Forest Approach
    Wang, Guanjin
    Deng, Zhaohong
    Choi, Kup-Sze
    ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS, ICIC 2015, PT III, 2015, 9227 : 738 - 744
  • [28] Detection of Epileptic Seizures Using Wavelet Transform, Peak Extraction and PSR from EEG Signals
    Jang, Seok-Woo
    Lee, Sang-Hong
    SYMMETRY-BASEL, 2020, 12 (08):
  • [29] Classification of single-channel EEG signals for epileptic seizures detection based on hybrid features
    Lu, Yanan
    Ma, Yu
    Chen, Chen
    Wang, Yuanyuan
    TECHNOLOGY AND HEALTH CARE, 2018, 26 : S337 - S346
  • [30] An Unsupervised Methodology for the Detection of Epileptic Seizures Using EEG Signals: A Multi-Dataset Evaluation
    Tsiouris, Kostas M.
    Konitsiotis, Spiros
    Markoula, Sofia
    Koutsouris, Dimitrios D.
    Fotiadis, Dimitrios, I
    2018 40TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2018, : 3390 - 3393
12345