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
收藏
页码：898 / 901
页数：4
相关论文
共 50 条
  • [41] Application of fuzzy similarity to prediction of epileptic seizures using EEG signals
    Li, XL
    Yao, X
    [J]. FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PT 1, PROCEEDINGS, 2005, 3613 : 645 - 652
  • [42] Machine Learning for Predicting Epileptic Seizures Using EEG Signals: A Review
    Rasheed, Khansa
    Qayyum, Adnan
    Qadir, Junaid
    Sivathamboo, Shobi
    Kwan, Patrick
    Kuhlmann, Levin
    O'Brien, Terence
    Razi, Adeel
    [J]. IEEE REVIEWS IN BIOMEDICAL ENGINEERING, 2021, 14 : 139 - 155
  • [43] Multichannel Synthetic Preictal EEG Signals to Enhance the Prediction of Epileptic Seizures
    Xu, Yankun
    Yang, Jie
    Sawan, Mohamad
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2022, 69 (11) : 3516 - 3525
  • [44] Fast processing and classification of epileptic seizures based on compressed EEG signals
    Djemal, Achraf
    Kallel, Ahmed Yahia
    Ouni, Cherif
    El Baccouch, Rihem
    Bouchaala, Dhouha
    Kammoun Feki, Fatma
    Charfi Triki, Chahnez
    Fakhfakh, Ahmed
    Kanoun, Olfa
    [J]. Computers in Biology and Medicine, 2025, 184
  • [45] Autoregressive Modeling Based Empirical Mode Decomposition (EMD) for Epileptic Seizures Detection Using EEG Signals
    Rafik, Djemili
    Larbi, Boubchir
    [J]. TRAITEMENT DU SIGNAL, 2019, 36 (03) : 273 - 279
  • [46] The Automatic Detection of Epileptic Seizures Based on EEG Signals Processing: Investigation of Different Features and Classification Algorithms
    Tautan, Alexandra-Maria
    Mandruta, Ioana
    Bajenaru, Ovidiu-Alexandru
    Strungaru, Rodica
    Taralunga, Dragos
    Hurezeanu, Bogdan
    Neagu , G. Mihaela
    [J]. WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING 2018, VOL 2, 2019, 68 (02): : 393 - 397
  • [47] Robust detection of epileptic seizures based on L1-penalized robust regression of EEG signals
    Hussein, Ramy
    Elgendi, Mohamed
    Wang, Z. Jane
    Ward, Rabab K.
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2018, 104 : 153 - 167
  • [48] AUTOMATIC DETECTION OF EPILEPTIC SEIZURES USING ELECTROENCEPHALOGRAPHIC SIGNALS
    OLSEN, DE
    CRISTION, JA
    SPAUR, CW
    [J]. JOHNS HOPKINS APL TECHNICAL DIGEST, 1991, 12 (02): : 182 - 191
  • [49] Detection of Epileptic Seizures From EEG Signals by Combining Dimensionality Reduction Algorithms With Machine Learning Models
    Zubair, Muhammad
    Belykh, Maria Vladimirovna
    Naik, M. Umesh Kumar
    Gouher, Mohammad Fareeda Madeen
    Vishwakarma, Shani
    Ahamed, Shaik Rafi
    Kongara, Ramanjaneyulu
    [J]. IEEE SENSORS JOURNAL, 2021, 21 (15) : 16861 - 16869
  • [50] Epileptic Seizure Detection Based on EEG Signals and CNN
    Zhou, Mengni
    Tian, Cheng
    Cao, Rui
    Wang, Bin
    Niu, Yan
    Hu, Ting
    Guo, Hao
    Xiang, Jie
    [J]. FRONTIERS IN NEUROINFORMATICS, 2018, 12
12345