Neurology

Seizures

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

4,526 articles
Stay Ahead - Weekly Seizures research updates
Subscribe
Browse Categories
Showing 463-483 of 4,526 articles
An adaptive frequency partitioning framework for epileptic seizure detection using TransseizNet.

OBJECTIVES: Epilepsy is a disorder causing repeated seizures because of unusual brain activity recor...

May 2025 40421487
Deep learning on brief interictal intracranial recordings can accurately characterize seizure onset zones.

OBJECTIVE: Epilepsy is a debilitating disorder affecting more than 50 million people worldwide, and ...

May 2025 40423629
Neuronal network analysis during short time transcranial direct current stimulation with permanent EEG measurement in early childhood: a feasibility study.

Transcranial direct current stimulation (tDCS) as a non-invasive stimulation is still in the experim...

May 2025 40425851
Multiband EEG signatures decoded using machine learning for predicting rTMS treatment response in MDD.

BACKGROUND: Repetitive transcranial magnetic stimulation (rTMS) is a promising treatment for major d...

May 2025 40441660
Neurostimulation for the Management of Epilepsy: Advances in Targeted Therapy.

BACKGROUND: Epilepsy is a multifaceted neurological disorder marked by seizures that can present wit...

May 2025 40444628
iSeizdiag: toward the framework development of epileptic seizure detection for healthcare.

INTRODUCTION: The seizure episodes result from abnormal and excessive electrical discharges by a gro...

May 2025 40495878
Enhanced visibility graph for EEG classification.

Electroencephalography (EEG) holds immense potential for decoding complex brain patterns associated ...

May 2025 40497135
EEG Connectivity as Predictor of ICAN ADHD Children's Improvement After Completion of Theta Beta Ratio Neurofeedback: Machine Learning Analyses.

Attention deficit hyperactivity disorder is a prevalent syndrome that costs billions of dollars annu...

May 2025 40418299
EEG microstate analysis in trigeminal neuralgia: identifying potential biomarkers for enhanced diagnostic accuracy.

OBJECTIVE: This study investigated EEG microstate dynamics in trigeminal neuralgia (TN) patients to ...

May 2025 40418510
A data-centric and interpretable EEG framework for depression severity grading using SHAP-based insights.

BACKGROUND: Major Depressive Disorder is a leading cause of disability worldwide. An accurate assess...

May 2025 40414904
Deep learning-based classification and segmentation of interictal epileptiform discharges using multichannel electroencephalography.

OBJECTIVE: This study was undertaken to develop a deep learning framework that can classify and segm...

May 2025 40411529
Forecasting epileptic seizures with wearable devices: A hybrid short- and long-horizon pseudo-prospective approach.

OBJECTIVE: Seizure unpredictability can be debilitating and dangerous for people with epilepsy. Accu...

May 2025 40411751
Electroencephalography microstates predict 12-h abstinence-induced craving changes in young smokers.

Nicotine abstinence inhibits the function of the mesolimbic dopamine system to enhance craving. EEG ...

May 2025 40451043
Cortico-cortical evoked potentials: Analytical techniques and emerging paradigms for epileptogenic zone localization.

Cortico-cortical evoked potentials (CCEPs) are an active electrophysiological technique used during ...

May 2025 40407405
A Wearable Ultra-Low-Power System for EEG-based Speech-Imagery Interfaces.

Speech imagery-the process of mentally simulating speech without vocalization-is a promising approac...

May 2025 40408200
DenoiseMamba: An Innovative Approach for EEG Artifact Removal Leveraging Mamba and CNN.

Electroencephalography (EEG) is a widely used tool for monitoring brain activity, but it is often di...

May 2025 40408214
SSC-SleepNet: A Siamese-Based Automatic Sleep Staging Model with Improved N1 Sleep Detection.

Automatic sleep staging from single-channel electroencephalography (EEG) using artificial intelligen...

May 2025 40408218
Automated depression detection via cloud based EEG analysis with transfer learning and synchrosqueezed wavelet transform.

Post-COVID-19, depression rates have risen sharply, increasing the need for early diagnosis using el...

May 2025 40410314
Multimodal MRI radiomics enhances epilepsy prediction in pediatric low-grade glioma patients.

BACKGROUND: Determining whether pediatric patients with low-grade gliomas (pLGGs) have tumor-related...

May 2025 40402200
Ambient technology in epilepsy clinical practice.

The utilization of large language model-based artificial intelligence (AI) in the field of neurology...

May 2025 40402540
AlphaGrad: Normalized Gradient Descent for Adaptive Multi-loss Functions in EEG-based Motor Imagery Classification.

In this study, we propose AlphaGrad, a novel adaptive loss blending strategy for optimizing multi-ta...

May 2025 40402697
Browse Categories