Machine learning algorithms for epilepsy detection based on published EEG databases: A systematic review
Epilepsy is the only neurological condition for which electroencephalography (EEG) is the
primary diagnostic and important prognostic clinical tool. However, the manual inspection of …
primary diagnostic and important prognostic clinical tool. However, the manual inspection of …
A review on software and hardware developments in automatic epilepsy diagnosis using EEG datasets
Epilepsy is a common non‐communicable, group of neurological disorders affecting more
than 50 million individuals worldwide. Different approaches of basic, clinical, and …
than 50 million individuals worldwide. Different approaches of basic, clinical, and …
A new algorithm for Largest Lyapunov Exponent determination for noisy chaotic signal studies with application to Electroencephalographic signals analysis for …
Z Brari, S Belghith - Chaos, Solitons & Fractals, 2022 - Elsevier
Electroencephalographic signals (EEG) are main examination of brain disease, because of
their simple portability and their important temporal resolution of milliseconds or less …
their simple portability and their important temporal resolution of milliseconds or less …
Epileptic seizure prediction using wavelet transform, fractal dimension, support vector machine, and EEG signals
AV Perez-Sanchez, M Valtierra-Rodriguez… - Fractals, 2022 - World Scientific
Epilepsy, a neurological disorder, affects millions of persons worldwide. It is distinguished by
causing recurrent seizures in patients, which can conduct to severe health problems …
causing recurrent seizures in patients, which can conduct to severe health problems …
A novel Machine Learning approach for epilepsy diagnosis using EEG signals based on Correlation Dimension
Z Brari, S Belghith - IFAC-PapersOnLine, 2021 - Elsevier
Epilepsy is a chronic brain disease, it causes seizures that damage patients' lives. The main
examination of epilepsy diagnosis is encephalography since its acquisition simplicity, low …
examination of epilepsy diagnosis is encephalography since its acquisition simplicity, low …
Clinical Sensitivity of Fractal Neurodynamics
Among the significant advances in the understanding of the organization of the neuronal
networks that coordinate the body and brain, their complex nature is increasingly important …
networks that coordinate the body and brain, their complex nature is increasingly important …
Software advancements in automatic epilepsy diagnosis and seizure detection: 10-year review
Epilepsy is a chronic neurological disorder that may be diagnosed and monitored using
routine diagnostic tests like Electroencephalography (EEG). However, manual introspection …
routine diagnostic tests like Electroencephalography (EEG). However, manual introspection …
A review of automatic detection of epilepsy based on EEG signals
Q Ren, X Sun, X Fu, S Zhang, Y Yuan… - Journal of …, 2023 - iopscience.iop.org
Epilepsy is a common neurological disorder that occurs at all ages. Epilepsy not only brings
physical pain to patients, but also brings a huge burden to the lives of patients and their …
physical pain to patients, but also brings a huge burden to the lives of patients and their …
A Comprehensive Review on Epilepsy Diagnosis and Prognosis using Machine Learning and Deep Learning Approaches
OK Esha, N Haque, F Ahmed… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Epilepsy is an illness that affects the nervous system and may lead to abnormal behavior,
sensations, and even loss of consciousness in certain people. When someone is having a …
sensations, and even loss of consciousness in certain people. When someone is having a …
Diagnosis of epilepsy disease with MRI images analysis and EEG signal processing
G Shahraki, E Irankhah - Proceedings of the 2nd International Conference …, 2022 - Springer
Abstract Today, brain signals (EEG), CT Scans, and MRI images are the methods for
diagnosing Epilepsy disease, and methods such as surgery, medication, and electrode …
diagnosing Epilepsy disease, and methods such as surgery, medication, and electrode …