EEG signal analysis of patients with epilepsy disorder using machine learning techniques

Eeg Signal ◽

Learning Techniques ◽

Patients With Epilepsy ◽

Proceedings of the 2nd International Conference on Data Engineering and Communication Technology - Advances in Intelligent Systems and Computing ◽

EEG Signal Analysis for Mild Alzheimer’s Disease Diagnosis by Means of Spectral- and Complexity-Based Features and Machine Learning Techniques

10.1007/978-981-13-1610-4_40 ◽

2018 ◽

pp. 395-403

Author(s):

Nilesh Kulkarni

Keyword(s):

Machine Learning ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Signal Analysis ◽

Disease Diagnosis ◽

Eeg Signal ◽

Learning Techniques ◽

Alzheimer’S Disease Diagnosis ◽

EEG Signal Analysis Using Machine Learning Techniques

Journal of Advanced Research in Dynamical and Control Systems ◽

10.5373/jardcs/v12sp5/20201750 ◽

2020 ◽

Vol 12 (05-SPECIAL ISSUE) ◽

pp. 207-214

Author(s):

P. Hari Prasad ◽

Anurathi Bala ◽

N.S. Jai Aakash ◽

Ganesan M ◽

Venithraa G ◽

...

Keyword(s):

Machine Learning ◽

Signal Analysis ◽

Eeg Signal ◽

Learning Techniques ◽

Machine learning techniques for brain signal analysis with applications on seizure detection and brain-computer interfaces

AI Matters ◽

10.1145/2911172.2911178 ◽

2016 ◽

Vol 2 (3) ◽

pp. 18-19

Author(s):

Boyu Wang

Keyword(s):

Machine Learning ◽

Signal Analysis ◽

Seizure Detection ◽

Brain Computer Interfaces ◽

Computer Interfaces ◽

Learning Techniques

2018 Second International Conference on Electronics, Communication and Aerospace Technology (ICECA) ◽

A Review on Machine Learning Algorithm for EEG Signal Analysis

10.1109/iceca.2018.8474801 ◽

2018 ◽

Cited By ~ 2

Author(s):

S. Dhivya ◽

A. Nithya

Keyword(s):

Machine Learning ◽

Signal Analysis ◽

Learning Algorithm ◽

Machine Learning Algorithm ◽

Eeg Signal ◽

A Review of EEG Signal Analysis for Diagnosis of Neurological Disorders using Machine Learning

Journal of Biomedical Photonics & Engineering ◽

10.18287/10.18287/jbpe21.07.040201 ◽

2021 ◽

Vol 7 (4) ◽

pp. 040201

Author(s):

Vandana Joshi ◽

Nirali Nanavati

Keyword(s):

Machine Learning ◽

Neurological Disorders ◽

Signal Analysis ◽

Eeg Signal ◽

Intelligent Systems Reference Library - Machine Learning in Healthcare Informatics ◽

Wavelet-based Machine Learning Techniques for ECG Signal Analysis

10.1007/978-3-642-40017-9_2 ◽

2013 ◽

pp. 25-45 ◽

Cited By ~ 11

Author(s):

Roshan Joy Martis ◽

Chandan Chakraborty ◽

Ajoy Kumar Ray

Keyword(s):

Machine Learning ◽

Signal Analysis ◽

Ecg Signal ◽

Learning Techniques

Robot Intelligence Technology and Applications - Communications in Computer and Information Science ◽

The Classification of EEG Signal Using Different Machine Learning Techniques for BCI Application

10.1007/978-981-13-7780-8_17 ◽

2019 ◽

pp. 207-221 ◽

Cited By ~ 6

Author(s):

Mamunur Rashid ◽

Norizam Sulaiman ◽

Mahfuzah Mustafa ◽

Sabira Khatun ◽

Bifta Sama Bari

Keyword(s):

Machine Learning ◽

Eeg Signal ◽

Learning Techniques

Wavelet Based Machine Learning Techniques for Electrocardiogram Signal Analysis

Journal of Medical Imaging and Health Informatics ◽

10.1166/jmihi.2014.1314 ◽

2014 ◽

Vol 4 (5) ◽

pp. 737-742 ◽

Cited By ~ 4

Author(s):

Koh Yi Zhi ◽

Oliver Faust ◽

Wenwei Yu

Keyword(s):

Machine Learning ◽

Signal Analysis ◽

Learning Techniques ◽

Electrocardiogram Signal

Classifying depression patients and normal subjects using machine learning techniques and nonlinear features from EEG signal

Computer Methods and Programs in Biomedicine ◽

10.1016/j.cmpb.2012.10.008 ◽

2013 ◽

Vol 109 (3) ◽

pp. 339-345 ◽

Cited By ~ 146

Author(s):

Behshad Hosseinifard ◽

Mohammad Hassan Moradi ◽

Reza Rostami

Keyword(s):

Machine Learning ◽

Normal Subjects ◽

Eeg Signal ◽

Learning Techniques ◽

Nonlinear Features

A Study of Human Sleep Stage Classification Based on Dual Channels of EEG Signal Using Machine Learning Techniques

SN Computer Science ◽

10.1007/s42979-021-00528-5 ◽

2021 ◽

Vol 2 (3) ◽

Author(s):

Santosh Kumar Satapathy ◽

D. Loganathan

Keyword(s):

Machine Learning ◽

Sleep Stage ◽

Eeg Signal ◽

Human Sleep ◽

Learning Techniques ◽

Stage Classification ◽

Sleep Stage Classification ◽

Dual Channels