Neurology

Seizures

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

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Showing 2143-2163 of 4,541 articles
Exploring EEG Indicators to Evaluate Listening Difficulties in Noisy Environments

Auditory processing difficulties involve challenges in understanding speech in noisy environments ...

Leveraging Transfer Learning and User-Specific Updates for Rapid Training of BCI Decoders

Lengthy subject- or session-specific data acquisition and calibration remain a key barrier to depl...

CLEAN-MI: A Scalable and Efficient Pipeline for Constructing High-Quality Neurodata in Motor Imagery Paradigm

The construction of large-scale, high-quality datasets is a fundamental prerequisite for developin...

Translating a VDM Model of a Medical Device into Kapture

As the complexity of safety-critical medical devices increases, so does the need for clear, verifi...

The Predictive Brain: Neural Correlates of Word Expectancy Align with Large Language Model Prediction Probabilities

Predictive coding theory suggests that the brain continuously anticipates upcoming words to optimi...

CNNs improve decoding of selective attention to speech in cochlear implant users.

. Understanding speech in the presence of background noise such as other speech streams is a difficu...

Jun 2025 40398443
SHAP-Driven Feature Analysis Approach for Epileptic Seizure Prediction.

Predicting epileptic seizures presents a substantial difficulty in healthcare, with considerable imp...

Jun 2025 40493270
Automated Whole-Brain Focal Cortical Dysplasia Detection Using MR Fingerprinting With Deep Learning.

BACKGROUND AND OBJECTIVES: Focal cortical dysplasia (FCD) is a common pathology for pharmacoresistan...

Jun 2025 40378378
Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM

Accurate sleep stage classification is essential for diagnosing sleep disorders, particularly in a...

Adverse Outcome Pathway and Machine Learning to Predict Drug Induced Seizure Liability.

Central nervous system (CNS) drugs have the highest clinical attrition, often due to CNS-related tox...

Jun 2025 40366155
Redefining diagnostic lesional status in temporal lobe epilepsy with artificial intelligence.

Despite decades of advancements in diagnostic MRI, 30%-50% of temporal lobe epilepsy (TLE) patients ...

Jun 2025 39842945
Large Language Models for EEG: A Comprehensive Survey and Taxonomy

The growing convergence between Large Language Models (LLMs) and electroencephalography (EEG) rese...

EgoBrain: Synergizing Minds and Eyes For Human Action Understanding

The integration of brain-computer interfaces (BCIs), in particular electroencephalography (EEG), w...

Fast SSVEP Detection Using a Calibration-Free EEG Decoding Framework

Steady-State Visual Evoked Potential is a brain response to visual stimuli flickering at constant ...

EEG-ConvoBLSTM: A novel hybrid model for efficient EEG signal classification.

Electroencephalogram (EEG) signals pose a challenge to emotion recognition (ER) tasks due to their c...

Jun 2025 40454762
Transcriptome Derived Artificial neural networks predict PRRC2A as a potent biomarker for epilepsy.

Epilepsy refers to the occurrence of two or more than two reiterative seizures. The occurrence of se...

Jun 2025 40390496
A GAN Guided Parallel CNN and Transformer Network for EEG Denoising.

Electroencephalography (EEG) signals are often contaminated with various physiological artifacts, se...

Jun 2025 37220036
Neural Manifold Decoder for Acupuncture Stimulations With Representation Learning: An Acupuncture-Brain Interface.

Acupuncture stimulations in somatosensory system can modulate spatiotemporal brain activity and impr...

Jun 2025 40031188
CT-DCENet: Deep EEG Denoising via CNN-Transformer-Based Dual-Stage Collaborative Ensemble Learning.

Electroencephalogram (EEG) artifact removal has been investigated for decades with the goal of recon...

Jun 2025 40031339
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