Latest AI and machine learning research in seizures for healthcare professionals.
OBJECTIVE: To evaluate the trade-offs among model resolution, anatomical fidelity, computational cos...
Objective.Emotional states and mood disorders are closely interconnected, and their joint recognitio...
Impaired sleep in Parkinson's Disease (PD) is a significant unmet need. Targeting sleep stage-specif...
The Berger effect, characterized by a marked increase in alpha power (8-13 Hz) upon eye closure, is ...
Understanding how pupil-linked arousal couples with cortical state is crucial for uncovering the neu...
Restoring lower-limb function in patients with severe spinal cord injury (SCI) remains challenging. ...
Objective.Motor imagery brain-computer interfaces hold significant promise for neurorehabilitation, ...
Epileptic seizure prediction based on electroencephalogram (EEG) signals is one of the critical appl...
OBJECTIVE: To measure the relative levels of signal and noise in expert diagnosis of epilepsy. METHO...
OBJECTIVES: Vagus nerve stimulation (VNS) is increasingly recognized as a therapeutic approach for n...
High inter-subject variability and the non-stationary nature of EEG signals pose significant challen...
Machine-learning-based sleep staging models have achieved expert-level performance on standard polys...
OBJECTIVE: Epilepsy surgery in people with focal cortical dysplasia (FCD) requires accurate removal ...
OBJECTIVE: Focal brain lesions may underlie generalized tonic seizures, as seen in Lennox-Gastaut sy...
OBJECTIVE: This study was undertaken to develop and validate a deep survival model (EEGSurvNet) that...
Existing deep learning models for electroencephalogram (EEG) are typically tailored for specific tas...
BACKGROUND: Early Parkinson's disease (PD) presents with subtle symptoms and lacks specific diagnost...
In Lennox-Gastaut Syndrome (LGS), a severe developmental and epileptic encephalopathy, the absence o...
Accurate decoding of lower-limb motion from EEG signals is essential for advancing brain-computer in...
OBJECTIVE: Deep brain stimulation (DBS) of the centromedian nucleus (CM) of the thalamus is a promis...
BACKGROUND: FDG-PET aids presurgical epilepsy evaluation but is limited by access and radiation expo...