98 citations · 240 across the 23 of their papers we have counts for
4 papers · 1 filter
Classification of sleep stages from EEG, EOG and EMG signals by SSNet
Haifa Almutairi, Ghulam Mubashar Hassan, Amitava Datta
Classification of sleep stages plays an essential role in diagnosing sleep-related diseases including Sleep Disorder Breathing (SDB) disease. In this study, we propose an end-to-en…
MP-SeizNet: A Multi-Path CNN Bi-LSTM Network for Seizure-Type Classification Using EEG
Hezam Albaqami, Ghulam Mubashar Hassan, Amitava Datta
Seizure type identification is essential for the treatment and management of epileptic patients. However, it is a difficult process known to be time consuming and labor intensive.…
Wavelet-Based Multi-Class Seizure Type Classification System
Hezam Albaqami, Ghulam Mubashar Hassan, Amitava Datta
Epilepsy is one of the most common brain diseases that affect more than 1\% of the world's population. It is characterized by recurrent seizures, which come in different types and…
Automatic detection of abnormal EEG signals using wavelet feature extraction and gradient boosting decision tree
Hezam Albaqami, Ghulam Mubashar Hassan, Abdulhamit Subasi +1
Electroencephalography is frequently used for diagnostic evaluation of various brain-related disorders due to its excellent resolution, non-invasive nature and low cost. However, m…