Neurology

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

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Resting-state EEG microstates as biomarkers for major depressive disorder.

OBJECTIVES: To investigate the temporal dynamics of resting-state electroencephalography (EEG) micro...

Jun 2026 42240230
Machine Learning-Based Prediction of Independent Ambulation Following Intramedullary Spinal Cord Tumor Resection.

BACKGROUND AND OBJECTIVES: Intramedullary spinal cord tumor (IMSCT) resection carries a high risk of...

Jun 2026 42240329
EEG-based dynamic emotion recognition using multi-scale wavelet transform with a Spatio-Temporal neural network.

Emotion recognition from EEG signals has been one of the most promising areas due to its potential i...

Jun 2026 42243241
War-related stress is associated with resting-state functional connectivity of cognitive control and sensory networks in children.

The ability to read fluently relies on a synchronization between cognitive and sensory abilities and...

Jun 2026 42243448
Neural Response to Familiar Names Predicts Outcome of Comatose ICU Patients: A Prospective Observational Cohort Study.

Predicting the outcome of comatose patients in the intensive care unit (ICU) can inform decision mak...

Jun 2026 42236468
Shortening MRI scanning time for acute ischemic stroke: analysis of the effect of 3.0T MRI compressed sensing deep learning reconstruction.

BACKGROUND: Acute ischemic stroke requires rapid and accurate MRI diagnosis. This study aimed to eva...

Jun 2026 42236638
Deep learning-based arterial waveform analysis for predicting postoperative cerebrovascular events in pediatric patients with Moyamoya disease.

BACKGROUND: Postoperative cerebrovascular events, including transient ischemic attacks, infarctions,...

Jun 2026 42241444
AI and radiomics for improving the medical workflow for Multiple Sclerosis.

BACKGROUND AND OBJECTIVE: Multiple Sclerosis (MS) is a chronic degenerative disorder that significan...

(2)
Jun 2026 42248127
Machine learning based EMG analysis of intermuscular coherence and cumulant density in tremor and myoclonus.

OBJECTIVES: Clinical distinction of essential tremor (ET) and cortical myoclonus (CM) remains challe...

Jun 2026 42288449
Profiling cognition and brain metabolism in amyotrophic lateral sclerosis and frontotemporal dementia.

Amyotrophic lateral sclerosis (ALS) and frontotemporal dementia (FTD) are described as a disease con...

Jun 2026 41127961
Fluorescence spectroscopy and machine learning methods for detection of Alzheimer's disease from circulating white blood cells.

BackgroundAlzheimer's disease (AD) is the most common cause of dementia whose prevalence is projecte...

Jun 2026 42231859
A Data-Driven Normalization Framework for Subject-Specific Cerebrovascular Reactivity Assessment in Cerebrovascular Disease.

BACKGROUND: Assessment of cerebrovascular reactivity (CVR) has been reported using acetazolamide-aug...

Jun 2026 42233513
Epigenetic and genetic insights for tailored therapeutic strategies in multiple sclerosis.

Multiple sclerosis (MS) is a complex neurological disorder with inflammation, demyelination, and neu...

Jun 2026 42233619
Comparison of volume- and surface-based magnetic resonance imaging morphometry algorithms in the detection of focal cortical dysplasia.

OBJECTIVE: Detection of focal cortical dysplasia (FCD) remains a major challenge in presurgical epil...

Jun 2026 42233975
A Hybrid Deep Learning Framework with Supervised Contrastive Learning for Robust Seizure Detection in Long-Term EEG.

Accurate and timely automatic detection of epileptic seizures is crucial for reducing the workload f...

(1)
Jun 2026 42234066
Immersive virtual reality for cognitive rehabilitation in patients who had a stroke: study protocol for a randomised controlled trial.

INTRODUCTION: Poststroke cognitive impairment (PSCI) is a prevalent complication of stroke, characte...

Jun 2026 42236103
Phase-Dependent Passive Muscle Stretching Modulates B-Mode Ultrasound Classification of Parkinson's Disease.

OBJECTIVE: Parkinson's disease (PD) is a progressive neurodegenerative disorder characterized by tre...

Jun 2026 42236424
Magnetoelectric microrobots for spinal cord injury regeneration.

Spinal cord injury remains difficult to treat because of the intrinsically limited regenerative capa...

Jun 2026 42230974
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