Cardiology | Neurology An Approach to Detect and Predict Epileptic Seizures with High Accuracy Using Convolutional Neural Networks and Single-Lead-ECG Signal. February 15, 2024
Biomedical Engineering | Machine Learning | Neurology Automatic Detection and Classification of Epileptic Seizures from EEG Data: Finding Optimal Acquisition Settings and Testing Interpretable Machine Learning Approach. September 28, 2023
Neurology | Neurosurgery | Radiology The Application of Deep Learning to Electroencephalograms, Magnetic Resonance Imaging, and Implants for the Detection of Epileptic Seizures: A Narrative Review. August 28, 2023
Medical Informatics | Neurology | Neurophysiology A medium-weight deep convolutional neural network-based approach for onset epileptic seizures classification in EEG signals. October 5, 2022
Hepatology | Neurology Automatic Detection and Classification of Epileptic Seizures in Patients with Liver Cirrhosis and Overlapping Hev Infection Based on Deep Multimodal Fusion Technology. October 5, 2022
Biomedical Engineering | Neurology Deep Convolutional Gated Recurrent Unit Combined with Attention Mechanism to Classify Pre-Ictal from Interictal EEG with Minimized Number of Channels. July 16, 2022
Neurology | Neurophysiology Automated video analysis of emotion and dystonia in epileptic seizures. June 26, 2022
Biomedical Engineering | Machine Learning | Neurology A deep neural network for the classification of epileptic seizures using hierarchical attention mechanism. April 25, 2022
Neurology Permutation Entropy-Based Interpretability of Convolutional Neural Network Models for Interictal EEG Discrimination of Subjects with Epileptic Seizures vs. Psychogenic Non-Epileptic Seizures. January 21, 2022
Epileptology | Neurology | Neurosurgery Data-driven electrophysiological feature based on deep learning to detect epileptic seizures. September 3, 2021
Biomedical Engineering | Neurology Deep learning based smart health monitoring for automated prediction of epileptic seizures using spectral analysis of scalp EEG. September 1, 2021
Biomedical Engineering | Neurology Energy-Efficient Neural Network for Epileptic Seizure Prediction. July 9, 2021