Neurology

Seizures

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

4,541 articles
Stay Ahead - Weekly Seizures research updates
Subscribe
Browse Categories
Showing 2290-2310 of 4,541 articles
Brainwide hemodynamics predict EEG neural rhythms across sleep and wakefulness in humans

The brain exhibits rich oscillatory dynamics that play critical roles in vigilance and cognition, su...

Linking age changes in human cortical microcircuits to impaired brain function and EEG biomarkers

Human brain aging involves a variety of cellular and synaptic changes, but how these changes affect ...

Recognizing EEG responses to active TMS vs. sham stimulations in different TMS-EEG datasets: a machine learning approach

Transcranial Magnetic Stimulation (TMS) with simultaneous Electroencephalogram (TMS-EEG) allows asse...

A Wearable Brain–Computer Interface for Mitigating Car Sickness via Attention Shifting

Car sickness, an enormous vehicular travel challenge, affects a significant proportion of the popula...

Classifier-guided Deep Oscillatory Neural Networks (cDONN) for capturing both Neural Dynamics and Behavior simultaneously

Generating EEG signals alongside behavioural actions introduces substantial biological complexity, a...

Cognitive training effects are shaped more by individual brain dynamics than age – Evidence from younger and older women

Given the well-established structural and functional changes in the aging brain, it is widely assume...

Simultaneous cortical tracking of competing speech streams during attention switching

Successful speech communication in multi-talker scenarios requires a skilful combination of sustaine...

Uncertainty in Deep Learning for EEG under Dataset Shifts

As artificial intelligence (AI) is increasingly integrated into medical diagnostics, it is essential...

Machine Learning Resolves Functional Phenotypes and Therapeutic Responses in KCNQ2 Developmental Epileptic Encephalopathy iPSC Models

Pathogenic KCNQ2 variants are associated with developmental and epileptic encephalopathy (KCNQ2-DEE)...

Predicting Drug Response with Multi-Task Gradient-Boosted Trees in Epilepsy

Despite the availability of numerous anti-seizure medications (ASMs), drug resistance remains a majo...

Where is the melody? Spontaneous attention orchestrates melody formation during polyphonic music listening

Humans seamlessly process multi-voice music into a coherent perceptual whole. Yet the neural strateg...

Multivariate pattern analysis reveals resting-state EEG biomarkers in fibromyalgia

Fibromyalgia (FM) involves widespread musculoskeletal pain and hypersensitivity, often accompanied b...

Your Emotions, My Brain: Generalizable Neural Signatures of Emotional Memory Reactivation During Sleep

Reactivation in sleep alters the structure of memories and can potentially be used to restructure up...

Frequency bands EEG Biomarkers for Dementia using Graph Neural Networks

We introduce a simple and interpretable model for classification of electroencephalography (EEG) sig...

Interpreting Sleep Activity Through Neural Contrastive Learning

Memories are spontaneously replayed during sleep, a process thought to support memory consolidation....

Cerebral Organoids Uncover Mechanisms of Neural Activity Changes in Epileptogenesis

Neurological disorders often originate from progressive brain network dysfunctions that start years ...

Interpretable EEG biomarkers for neurological disease models in mice using bag-of-waves classifiers

Electroencephalograms (EEGs) are time-series records of the electrical potential from collective neu...

Trustworthy Sleep Staging from EEG: Deep Ensembles, MC Dropout, and Predictive Calibration

Reliable sleep stage classification from EEG signals is critical for the development of clinical dec...

Imagined Speech Reconstruction with 3D Neural Metabolism and Large Language Model Integration

Cognitive linguistics posits that language underpins human thought, and this principle has influence...

Browse Categories