Time Synchronization Between Parietal–Frontocentral Connectivity with MRCP and Gait in Post-Stroke Bipedal Tasks

Engineering, Electrical Engineering, Information Science, Artificial Intelligence, Medicine, Neurology, Medical Imaging,
stroke   brain-computer interface   functional connectivity   motor execution   motor preparation   bipedal classification   rehabilitation  

Time Synchronization of Motor-Related Cortical Potentials and Parieto-Frontocentral Connectivity in Bilateral Tasks of Stroke Patients Background In stroke rehabilitation research, functional connectivity (FC), motor-related cortical potentials (MRCP), and gait activities are common metrics related to rehabilitation outcomes. Although these have be...

Multi-task Heterogeneous Ensemble Learning-based Cross-subject EEG Classification in Stroke Patients

Multi-task Heterogeneous Ensemble Learning-based Cross-subject EEG Classification in Stroke Patients

Information Science, Artificial Intelligence, Medicine, Medical Laboratory Science, Neurology,
stroke   electroencephalography   motor imagery   cross-subject training   multi-task heterogeneous ensemble learning  

Background Introduction Motor Imagery (MI) refers to performing activities through imagination without actual muscle movement. This paradigm is widely used in Brain-Computer Interface (BCI) to decode brain activities into control commands for external devices. Specifically, Electroencephalography (EEG) is widely used in BCI due to its relative affo...

Strokeclassifier: Ischemic Stroke Etiology Classification by Ensemble Consensus Modeling Using Electronic Health Records

Information Science, Artificial Intelligence, Medicine, Environmental and Public Health, Neurology,
stroke   machine learning   artificial intelligence   etiology classification   health records   diagnostic accuracy   secondary prevention  

StrokeClassifier: An AI Tool for Etiological Classification of Ischemic Stroke Based on Electronic Health Records Project Background and Motivation Identifying the etiology of strokes, particularly acute ischemic stroke (AIS), is crucial for secondary prevention, but it is often very challenging. In the United States, there are nearly 676,000 new c...

Surgical Outcomes of Low-Flow Bypass Surgery in Intracranial Atherosclerotic Steno-Occlusive Diseases

Medicine, Neurosurgery,
atherosclerosis   stenosis   occlusion   bypass surgery   stroke  

This is a report on a scholarly article regarding the treatment results of low-bypass surgery for 215 patients with intracranial atherosclerotic stenosis or occlusion at Seoul National University Hospital. Background Introduction: Intracranial atherosclerotic disease (ICAD) causing stenosis or occlusion is one of the major causes leading to ischemi...

Outcomes of Mechanical Thrombectomy for Patients with Stroke Presenting with Low Alberta Stroke Program Early Computed Tomography Score in Early and Late Time Windows

Medicine, Emergency Medicine, Anesthesiology, Neurology, Neurosurgery, Medical Imaging, Cardiovascular System,
mechanical thrombectomy   stroke   time window   CT score   outcomes  

Outcomes of Mechanical Thrombectomy for Stroke Patients with Low Alberta Stroke Program Early CT Score Background Acute ischemic stroke is a life-threatening disease, and large vessel occlusion is one of the major causes of severe disability. Mechanical thrombectomy (MT) has become the standard treatment for acute ischemic stroke, with multiple cli...