Two-stage Hardware-Friendly Epileptic Seizure Detection Method with a Dynamic Feature Selection

Mapping Intimacies ◽

10.1109/embc46164.2021.9630486 ◽

2021 ◽

Author(s):

Keyvan Farhang Razi ◽

Alexandre Schmid

Keyword(s):

Feature Selection ◽

Epileptic Seizure ◽

Detection Method ◽

Seizure Detection ◽

Dynamic Feature ◽

Two Stage ◽

Epileptic Seizure Detection

Download Full-text

Automated Epileptic Seizure Detection Method Based on the Multi-attribute EEG Feature Pool and mRMR Feature Selection Method

Lecture Notes in Computer Science - Computational Science – ICCS 2019 ◽

10.1007/978-3-030-22744-9_4 ◽

2019 ◽

pp. 45-59

Author(s):

Bo Miao ◽

Junling Guan ◽

Liangliang Zhang ◽

Qingfang Meng ◽

Yulin Zhang

Keyword(s):

Feature Selection ◽

Epileptic Seizure ◽

Detection Method ◽

Feature Selection Method ◽

Seizure Detection ◽

Selection Method ◽

Epileptic Seizure Detection

Download Full-text

A New Epileptic Seizure Detection Method Based on Fusion Feature of Weighted Complex Network

Advances in Neural Networks – ISNN 2018 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-92537-0_94 ◽

2018 ◽

pp. 834-841

Author(s):

Hanyong Zhang ◽

Qingfang Meng ◽

Mingmin Liu ◽

Yang Li

Keyword(s):

Complex Network ◽

Epileptic Seizure ◽

Detection Method ◽

Seizure Detection ◽

Epileptic Seizure Detection ◽

Weighted Complex Network ◽

Fusion Feature

Download Full-text

Optimized Feature Selection for Enhanced Epileptic Seizure Detection

Current Medical Imaging Formerly Current Medical Imaging Reviews ◽

10.2174/157340561001140424143814 ◽

2014 ◽

Vol 10 (1) ◽

pp. 35-47 ◽

Cited By ~ 3

Author(s):

Krishnakumar Sivasankari ◽

Keppana Thanushkodi ◽

Nambiraj Suguna

Keyword(s):

Feature Selection ◽

Epileptic Seizure ◽

Seizure Detection ◽

Epileptic Seizure Detection ◽

Selection For

Download Full-text

Integrating channel selection and feature selection in a real time epileptic seizure detection system

2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2017.8037539 ◽

2017 ◽

Cited By ~ 1

Author(s):

Hongda Wang ◽

Weiwei Shi ◽

Chiu-Sing Choy

Keyword(s):

Feature Selection ◽

Real Time ◽

Epileptic Seizure ◽

Detection System ◽

Seizure Detection ◽

Channel Selection ◽

Epileptic Seizure Detection

Download Full-text

Automated epileptic seizure detection by analyzing wearable EEG signals using extended correlation-based feature selection

2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) ◽

10.1109/bsn.2018.8329660 ◽

2018 ◽

Cited By ~ 2

Author(s):

Yao Guo ◽

Yuan Zhang ◽

Md Mursalin ◽

Wenyao Xu ◽

Benny Lo

Keyword(s):

Feature Selection ◽

Epileptic Seizure ◽

Seizure Detection ◽

Eeg Signals ◽

Epileptic Seizure Detection ◽

Wearable Eeg ◽

Correlation Based Feature Selection

Download Full-text

Low-Energy Two-Stage Algorithm for High Efficacy Epileptic Seizure Detection

IEEE Transactions on Very Large Scale Integration (VLSI) Systems ◽

10.1109/tvlsi.2014.2302798 ◽

2015 ◽

Vol 23 (1) ◽

pp. 208-212 ◽

Cited By ~ 4

Author(s):

Himanshu S. Markandeya ◽

Pedro P. Irazoqui ◽

Kaushik Roy

Keyword(s):

Epileptic Seizure ◽

Seizure Detection ◽

Low Energy ◽

High Efficacy ◽

Two Stage ◽

Epileptic Seizure Detection

Download Full-text

Efficient feature selection using a hybrid algorithm for the task of epileptic seizure detection

10.1063/1.4887590 ◽

2014 ◽

Author(s):

Kee Huong Lai ◽

Zarita Zainuddin ◽

Pauline Ong

Keyword(s):

Feature Selection ◽

Epileptic Seizure ◽

Hybrid Algorithm ◽

Seizure Detection ◽

Epileptic Seizure Detection

Download Full-text

An enhanced harmony search based algorithm for feature selection: Applications in epileptic seizure detection and prediction

Computers & Electrical Engineering ◽

10.1016/j.compeleceng.2016.02.009 ◽

2016 ◽

Vol 53 ◽

pp. 143-162 ◽

Cited By ~ 22

Author(s):

Zarita Zainuddin ◽

Kee Huong Lai ◽

Pauline Ong

Keyword(s):

Feature Selection ◽

Epileptic Seizure ◽

Harmony Search ◽

Seizure Detection ◽

Epileptic Seizure Detection

Download Full-text

Epileptic seizure detection in EEG using mutual information-based best individual feature selection

Expert Systems with Applications ◽

10.1016/j.eswa.2021.116414 ◽

2022 ◽

pp. 116414

Author(s):

Kazi Mahmudul Hassan ◽

Md. Rabiul Islam ◽

Thanh Thi Nguyen ◽

Md. Khademul Islam Molla

Keyword(s):

Feature Selection ◽

Mutual Information ◽

Epileptic Seizure ◽

Seizure Detection ◽

Individual Feature ◽

Epileptic Seizure Detection

Download Full-text

A New Epileptic Seizure Detection Method Based on Degree Centrality and Linear Features

Advances in Neural Networks - ISNN 2017 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-59081-3_51 ◽

2017 ◽

pp. 439-446

Author(s):

Haihong Liu ◽

Qingfang Meng ◽

Yingda Wei ◽

Qiang Zhang ◽

Mingmin Liu ◽

...

Keyword(s):

Epileptic Seizure ◽

Detection Method ◽

Seizure Detection ◽

Degree Centrality ◽

Linear Features ◽

Epileptic Seizure Detection

Download Full-text