Automatic and efficient framework for identifying multiple neurological disorders from EEG signals
The burden of neurological disorders is huge on global health and recognized as major
causes of death and disability worldwide. There are more than 600 neurological diseases …
causes of death and disability worldwide. There are more than 600 neurological diseases …
Exploring frequency band-based biomarkers of EEG signals for mild cognitive impairment detection
Mild Cognitive Impairment (MCI) is often considered a precursor to Alzheimer's disease
(AD), with a high likelihood of progression. Accurate and timely diagnosis of MCI is essential …
(AD), with a high likelihood of progression. Accurate and timely diagnosis of MCI is essential …
Automated EEG pathology detection based on significant feature extraction and selection
Y Zhong, H Wei, L Chen, T Wu - Mathematics, 2023 - mdpi.com
Neurological diseases are a significant health threat, often presenting through abnormalities
in electroencephalogram (EEG) signals during seizures. In recent years, machine learning …
in electroencephalogram (EEG) signals during seizures. In recent years, machine learning …
GENet: A Generic Neural Network for Detecting Various Neurological Disorders from EEG
The global health burden of neurological disorders (NDs) is vast, and they are recognized
as major causes of mortality and disability worldwide. Most existing NDs detection methods …
as major causes of mortality and disability worldwide. Most existing NDs detection methods …
Detection of Epilepsy disorder using spectrogram images generated from brain EEG signals
Epilepsy (EP) is a persistent neurological condition of chronic brain disorder characterized
by repeated seizures and causes psychological issues such as anxiety and depression …
by repeated seizures and causes psychological issues such as anxiety and depression …
Automatic Detection of Neurological Disorders using Brain Signal Data
NA Tawhid - 2023 - vuir.vu.edu.au
Managing neurological disorders is a major challenge for public health and health care
systems in Australia and around the world. Currently, there is no reliable way of identifying …
systems in Australia and around the world. Currently, there is no reliable way of identifying …