Neurology

Seizures

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

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Showing 337-357 of 4,526 articles
PyCaret machine learning library with three preprocessing steps after eLORETA source estimation predicts Alzheimer's disease.

Alzheimer's disease (AD) -the most common form of dementia- begins with mild memory loss and gradual...

Jan 2026 41561142
Automatic EEG-based dream-related emotion recognition using fuzzy entropy and efficient signal decomposition methods.

BACKGROUND AND OBJECTIVE: Dreams can reflect our profound needs and desires, intrinsically linked to...

Jan 2026 41500042
Multi-scale EEG analysis identifies neural circuit signatures of iTBS responsiveness in major depressive disorder.

BACKGROUND: Response to transcranial magnetic stimulation (TMS) in major depressive disorder (MDD) i...

Jan 2026 41506306
Impact of mobile phone use on the brain activity: Audio call vs video call.

The growing dependence on mobile phones for communication has raised concerns regarding the neurolog...

Jan 2026 41601117
Altered resting-state sensorimotor network in patients with obsessive-compulsive disorder: An EEG study.

BACKGROUND AND OBJECTIVE: Dysfunction in the cortical-striatal-thalamo-cortical circuit is considere...

Jan 2026 41483883
Multi-Domain Dynamic Weighting Network for Motor Imagery Decoding.

In motor imagery (MI)-based brain-computer interfaces (BCIs), convolutional neural networks (CNNs) a...

Dec 2025 41467724
Stress detection using the phase controlled Bi-channel adaptive features from the brain EEG signals.

This work proposes a stress classification system from the electroencephalogram (EEG) signals collec...

Dec 2025 41468634
Modelling seizure-related predictors of epilepsy diagnostic gap in two urban informal settlements of Nairobi using machine learning.

BACKGROUND: There is a wide gap in epilepsy diagnosis, particularly in low- and middle-income countr...

Dec 2025 41584324
GenEEG: Improving epileptic EEG detection through patient-adaptive latent diffusion and continual learning.

Automated seizure detection systems face significant challenges due to the limited availability of c...

Dec 2025 41447951
Deep learning based treatment remission prediction to transcranial direct current stimulation in bipolar depression using EEG power spectral density.

Bipolar disorder is characterized by marked changes in mood and activity levels and is a leading cau...

Dec 2025 41478240
Decoding aroma perception of grilled lamb skewers: an EEG-MambaFusionNet framework integrating TDS and GC-IMS.

This study investigates the dynamic evolution of aroma perception in grilled lamb skewers from raw t...

Dec 2025 41443075
A multi-scale deep CNN based on attention mechanism for EEG emotion recognition.

BACKGROUND: Recognizing emotion is a crucial project within the domain of brain-computer interface t...

Dec 2025 41418936
Optimising Sleep Stage Detection Using a Minimal Non-EEG Physiological Signal Set and Deep Learning.

Automatic sleep stage classification is essential for enabling non-invasive, at-home monitoring. How...

Dec 2025 41391449
Brain connectivity predict surgical outcomes of low-grade epilepsy-associated neuroepithelial tumors.

OBJECTIVE: Low-grade epilepsy-associated neuroepithelial tumors (LEATs) often cause drug-resistant e...

Dec 2025 41421050
Mind the Gap! What do people with epilepsy want to know?

BACKGROUND: There is little research about the questions asked by people with epilepsy, and how thes...

Dec 2025 41389470
Quantitative EEG enhances early assessment and prognostic stratification of brain dysfunction in infants with abusive head trauma.

AIM: To assess the value of quantitative EEG (qEEG) as a diagnostic and prognostic biomarker in infa...

Dec 2025 41371169
Intelligent electroencephalogram feature engineering for rapid mental health diagnosis.

Schizophrenia is one of the serious disorders and, if left untreated, can result in a range of probl...

Dec 2025 41385954
An event-based filtering and weighted enhanced deep learning epileptic seizure prediction method.

The timely detection of impending seizures can offer physicians a critical window of opportunity to ...

Dec 2025 41386154
Lightweight Seizure Prediction Model based on Kernel-Enhanced Global Temporal Attention.

Clinically, epilepsy manifests as a chronic condition marked by unprovoked, recurrent seizures, plag...

Dec 2025 41350221
Neurophysiological differentiation of Boder's dyslexia subtypes using harmonised quantitative EEG cross-spectra.

Developmental dyslexia is a heterogeneous disorder classically divided into distinct subtypes. Elena...

Dec 2025 41354314
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