Neurology

Seizures

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

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Showing 484-504 of 4,526 articles
NSSI-Net: A Multi-Concept GAN for Non-Suicidal Self-Injury Detection Using High-Dimensional EEG in a Semi-Supervised Framework.

Non-suicidal self-injury (NSSI) is a serious threat to the physical and mental health of adolescents...

May 2025 40402701
UKF-based model parameter estimation to localize the seizure onset zone in ECoG.

Drug-resistant epilepsy (DRE) patients typically require surgical intervention or neurostimulation. ...

May 2025 40397631
Multi-branch GAT-GRU-transformer for explainable EEG-based finger motor imagery classification.

Electroencephalography (EEG) provides a non-invasive and real-time approach to decoding motor imager...

May 2025 40469097
Network models incorporating chloride dynamics predict optimal strategies for terminating status epilepticus.

Status epilepticus (SE), seizures lasting beyond five minutes, is a medical emergency commonly treat...

May 2025 40404062
An EEG-EMG dataset from a standardized reaching task for biomarker research in upper limb assessment.

This work describes a dataset containing high-density EEG (hd-EEG) and surface electromiography (sEM...

May 2025 40393988
Diagnosis of epileptic seizure neurological condition using EEG signal: a multi-model algorithm.

INTRODUCTION: Affecting millions of individuals worldwide, epilepsy is a neurological condition mark...

May 2025 40463980
Efficient system for classifying cyclic alternating pattern phases in sleep.

Electroencephalogram (EEG) signals are a popular tool to analyze sleep patterns. Cyclic alternating ...

May 2025 40401247
PhyTransformer: A unified framework for learning spatial-temporal representation from physiological signals.

As a modal of physiological information, electroencephalogram (EEG), surface electromyography (sEMG)...

May 2025 40414150
Neurophysiological Approaches to Lie Detection: A Systematic Review.

Lie detection is crucial in domains such as security, law enforcement, and clinical assessments. Tr...

May 2025 40426690
Virtual Electroencephalogram Acquisition: A Review on Electroencephalogram Generative Methods.

Driven by the remarkable capabilities of machine learning, brain-computer interfaces (BCIs) are carv...

May 2025 40431969
Decision support system based on ensemble models in distinguishing epilepsy types.

This study aimed to classify patients' focal (frontal, temporal, parietal, occipital), multifocal, a...

May 2025 40382997
MT-RCAF: A Multi-Task Residual Cross Attention Framework for EEG-based emotion recognition and mood disorder detection.

BACKGROUND AND OBJECTIVE: Prolonged abnormal emotions can gradually evolve into mood disorders such ...

May 2025 40388870
Quantitative electroencephalogram and machine learning to predict expired sevoflurane concentration in infants.

Processed electroencephalography (EEG) indices used to guide anesthetic dosing in adults are not val...

May 2025 40381151
Lightweight hybrid transformers-based dyslexia detection using cross-modality data.

Early and precise diagnosis of dyslexia is crucial for implementing timely intervention to reduce it...

May 2025 40379688
Wavelet Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types.

This research aims to decode hand grasps from Electroencephalograms (EEGs) for dexterous neuroprosth...

May 2025 40463690
SyncLearnNet: Generalized Epileptic Seizure Detection Network Based on Brain Signals.

Epilepsy is a prevalent neurological disorder with significant detrimental effects on health. Accura...

May 2025 40372849
Quantifying Sleep Quality Through Delta-Beta Coupling Across Sleep and Wakefulness.

Modern lifestyles contribute to insufficient sleep, impairing cognitive function and weakening the i...

May 2025 40354211
Clinical Value of ChatGPT for Epilepsy Presurgical Decision-Making: Systematic Evaluation of Seizure Semiology Interpretation.

BACKGROUND: For patients with drug-resistant focal epilepsy, surgical resection of the epileptogenic...

May 2025 40354107
Seizures influence sleep macrostructure and the sleep-wake circadian rhythm in Dravet syndrome.

OBJECTIVE: Dravet syndrome (DS) is a developmental and epileptic encephalopathy with a wide spectrum...

May 2025 40347411
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