Seizures

Seizures

Latest AI and machine learning research in seizures for healthcare professionals.

4,533 articles

Neurology Subcategories: Autism Dementia Head Trauma Parkinson's Disease Seizures Sleep Disorders

Showing 1156-1176 of 4,533 articles

Deep learning for the diagnosis of mesial temporal lobe epilepsy.

OBJECTIVE: This study aimed to enable the automatic detection of the hippocampus and diagnose mesial...

Feb 2023 36821567

Neural stochastic differential equations network as uncertainty quantification method for EEG source localization.

EEG source localization remains a challenging problem given the uncertain conductivity values of the...

Feb 2023 36368029

An attention-based deep learning approach for the classification of subjective cognitive decline and mild cognitive impairment using resting-state EEG.

. This study aims to design and implement the first deep learning (DL) model to classify subjects in...

Feb 2023 36745929

Leveraging Multiple Distinct EEG Training Sessions for Improvement of Spectral-Based Biometric Verification Results.

Most studies on EEG-based biometry recognition report results based on signal databases, with a limi...

Feb 2023 36850654

Recent Advances in the Applications of Additive Manufacturing (3D Printing) in Drug Delivery: A Comprehensive Review.

There has been a tremendous increase in the investigations of three-dimensional (3D) printing for bi...

Feb 2023 36759435

Classification of Motor Imagery EEG Signals Based on Data Augmentation and Convolutional Neural Networks.

In brain-computer interface (BCI) systems, motor imagery electroencephalography (MI-EEG) signals are...

Feb 2023 36850530

Mutual Information-Driven Subject-Invariant and Class-Relevant Deep Representation Learning in BCI.

In recent years, deep learning-based feature representation methods have shown a promising impact on...

Feb 2023 34357871

Cognitive Depression Detection Cyber-Medical System Based on EEG Analysis and Deep Learning Approaches.

Long-term depression and negative emotional cycles affect life quality and work productivity. Howeve...

Feb 2023 35994549

A Spatiotemporal Graph Attention Network Based on Synchronization for Epileptic Seizure Prediction.

Accurate early prediction of epileptic seizures can provide timely treatment for patients. Previous ...

Feb 2023 36355719

EEG emotion recognition using improved graph neural network with channel selection.

BACKGROUND AND OBJECTIVE: Emotion classification tasks based on electroencephalography (EEG) are an ...

Feb 2023 36745954

An Efficient Machine Learning-Based Emotional Valence Recognition Approach Towards Wearable EEG.

Emotion artificial intelligence (AI) is being increasingly adopted in several industries such as hea...

Jan 2023 36772295

Precise Discrimination for Multiple Etiologies of Dementia Cases Based on Deep Learning with Electroencephalography.

INTRODUCTION: It is critical to develop accurate and universally available biomarkers for dementia d...

Jan 2023 36657428

Extracting a Novel Emotional EEG Topographic Map Based on a Stacked Autoencoder Network.

Emotion recognition based on brain signals has increasingly become attractive to evaluate human's in...

Jan 2023 36714412

Cross-task cognitive workload recognition using a dynamic residual network with attention mechanism based on neurophysiological signals.

BACKGROUND AND OBJECTIVE: Evaluation of human cognitive workload (CW) helps improve the user experie...

Jan 2023 36682107

Neurology

Browse Categories

Deep learning for the diagnosis of mesial temporal lobe epilepsy.

Neural stochastic differential equations network as uncertainty quantification method for EEG source localization.

An attention-based deep learning approach for the classification of subjective cognitive decline and mild cognitive impairment using resting-state EEG.

Leveraging Multiple Distinct EEG Training Sessions for Improvement of Spectral-Based Biometric Verification Results.

Recent Advances in the Applications of Additive Manufacturing (3D Printing) in Drug Delivery: A Comprehensive Review.

Classification of Motor Imagery EEG Signals Based on Data Augmentation and Convolutional Neural Networks.

Mutual Information-Driven Subject-Invariant and Class-Relevant Deep Representation Learning in BCI.

Cognitive Depression Detection Cyber-Medical System Based on EEG Analysis and Deep Learning Approaches.

A Spatiotemporal Graph Attention Network Based on Synchronization for Epileptic Seizure Prediction.

EEG emotion recognition using improved graph neural network with channel selection.

An Efficient Machine Learning-Based Emotional Valence Recognition Approach Towards Wearable EEG.

Precise Discrimination for Multiple Etiologies of Dementia Cases Based on Deep Learning with Electroencephalography.

Extracting a Novel Emotional EEG Topographic Map Based on a Stacked Autoencoder Network.

Cross-task cognitive workload recognition using a dynamic residual network with attention mechanism based on neurophysiological signals.

Prediction of Tinnitus Treatment Outcomes Based on EEG Sensors and TFI Score Using Deep Learning.

Dual-Modal Information Bottleneck Network for Seizure Detection.

An AI-Inspired Spatio-Temporal Neural Network for EEG-Based Emotional Status.

A novel ANN adaptive Riemannian-based kernel classification for motor imagery.

Emotion Detection Using Deep Normalized Attention-Based Neural Network and Modified-Random Forest.

An efficient deep learning framework for P300 evoked related potential detection in EEG signal.

Hybrid fuzzy deep neural network toward temporal-spatial-frequency features learning of motor imagery signals.

Browse Categories