Neurology

Seizures

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

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Showing 358-378 of 4,526 articles
ELAI-SGCN: An explainable lightweight adaptive information-perceiving spiking graph convolutional network for EEG-based emotion recognition.

BACKGROUND: Emotion recognition is increasingly essential for diagnosing mental disorders like depre...

Dec 2025 41420938
Recognizing intentions with body segmental cues of gait cycles before direction change during continuous walking.

BACKGROUND: Gait intention is typically detected using electroencephalogram (EEG) and primarily focu...

Dec 2025 41349427
Propagation mapping using iterative independent component analysis for seizure onset zone localization in temporal lobe epilepsy.

BACKGROUND: Epilepsy affects approximately 70 million people worldwide, with a third of them being d...

Nov 2025 41330522
GCANet: Enhancing EEG-based auditory attention decoding with temporal frequency GCN and cross attention mechanisms.

In complex auditory environments, individuals rely on selective auditory attention to focus on a tar...

Nov 2025 41319803
Spectral anomaly detection in physiological time-series data: A systematic review.

BACKGROUND: The identification of anomalies in physiological time-series data, specifically ECG and ...

Nov 2025 41411902
Development of a predictive model for eosinophilia in patients treated with ampicillin/sulbactam or piperacillin/tazobactam.

AIM: We aim to identify risk factors for antibiotic-induced eosinophilia in hospitalized patients re...

Nov 2025 41257433
A Novel Morlet Convolutional Neural Network.

Automatic seizure detection holds significant importance for epilepsy diagnosis and treatment. Convo...

Nov 2025 41254886
Electroencephalography-Based Machine and Deep Learning Approaches for the Diagnosis of Dissociative Disorders: A Comprehensive Review.

Dissociative disorders (DDs), including dissociative identity disorder and depersonalization disorde...

Nov 2025 41532081
Cross-subject emotion recognition with loop adaptive adversarial transfer network.

Emotion recognition has broad application prospects in real life. The variability across subjects in...

Nov 2025 41270436
Fuzzy symbolic convergent cross mapping: A causal coupling measure for EEG signals in disorders of consciousness patients.

Accurate and timely diagnosis in disorders of consciousness (DOC) patients remains a core clinical c...

Nov 2025 41275665
Unconscious elevated bottom-up processing in depression: Insights from dynamic causal modeling with EEG and fMRI.

INTRODUCTION: MRI compatible EEG systems enable simultaneous EEG-fMRI data assessment, which provide...

Nov 2025 41224023
Revealing EEG signatures of intervention in disorder of consciousness using artificial intelligence: methodology and feasibility.

BACKGROUND AND OBJECTIVE: Electroencephalography (EEG) is a crucial tool for monitoring recovery in ...

Nov 2025 41349437
Neurovista: A bidirectional masked cross-Modal fusion network for robust EEG-to-Image decoding.

Electroencephalography (EEG)-based visual decoding has significant potential in brain-computer inter...

Nov 2025 41274087
TurkerPat: EEG-Based detection of hunger, thirst, and nicotine withdrawal.

BACKGROUND: One of the primary objectives of neuroscience is to gather information from the brain. T...

Nov 2025 41203190
Multiomic insights into the MPO-mediated NET formation pathway in alcohol-induced epilepsy risk.

Epilepsy is a highly prevalent chronic central nervous system disorder that imposes substantial soci...

Nov 2025 41674657
MSDA-Net: Multiscale Spatiotemporal Dual-Attention Network for EEG-Based Driver Fatigue Detection.

Driver fatigue poses a severe risk to road safety, contributing to approximately 20% of fatal accide...

Oct 2025 41163385
BACNet: A multi-attention network for cross-subject and cross-task EEG-based pilot operational intent recognition.

BACKGROUND AND OBJECTIVE: Recognizing pilot operational intent is crucial for enhancing flight safet...

Oct 2025 41205562
Biased minds, sensitive hearts: Divergent neural signatures of interpersonal sensitivity in atypical and non-atypical depression.

BACKGROUND: Atypical depression (AD) is a distinct subtype of depression, with interpersonal sensiti...

Oct 2025 41284525
Closed-Loop Control of Epilepsy Based on Reinforcement Learning.

This study proposes a novel adaptive DBS control strategy for epilepsy treatment based on deep reinf...

Oct 2025 41104903
An adaptive decoupling learning system informed by the brain functional structure for EEG decoding.

Neuroscientific investigations have revealed the presence of regional pathway connections among func...

Oct 2025 41135314
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