Neurology

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

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Showing 946-966 of 12,810 articles
Surface EEG to Identify Cognitive Motor Dissociation After Acute Brain Injury.

PURPOSE: Cognitive motor dissociation (CMD) is associated with long-term recovery in acute brain inj...

Jul 2026 42397011
Accelerated Deep-Learning-Based Image Reconstruction for 3D T2 Dark-Fluid in Imaging of Multiple Sclerosis.

OBJECTIVES: Deep-learning (DL)-accelerated MRI can significantly reduce acquisition times. Studies e...

(1)
Jul 2026 42400420
Computer modeling to improve measurement of stroke volume with echocardiography.

BACKGROUND: The stroke volume (SV) can be measured by a human expert (HE) using the left ventricular...

Jul 2026 42402581
Rostral lesion shift and tract-specific degeneration drive functional heterogeneity in degenerative cervical myelopathy.

BACKGROUND: Degenerative cervical myelopathy (DCM) is the leading cause of spinal cord impairment wo...

(3)
Jul 2026 42401750
Beyond complex architectures: a streamlined CNN pipeline for robust Alzheimer's disease classification from brain MRI.

BACKGROUND AND PURPOSE: Alzheimer's disease, a common type of dementia, gradually steals memories an...

Jul 2026 42400646
Explainable foundation model for dementia screening and risk stratification using retinal fundus images.

Dementia is a growing global health challenge, and early identification is essential for timely inte...

Jul 2026 42401717
Diagnostic accuracy of artificial intelligence for spinopelvic parameters in standing total spine X-ray and limitations after fusion surgery.

OBJECTIVE: To evaluate the accuracy of a commercial deep learning algorithm in measuring spinopelvic...

Jul 2026 42399390
An edge-AI enabled wearable platform for real-time epileptic seizure detection with geolocated alerting.

Epilepsy remains a major global health concern, particularly in regions where continuous medical mon...

Jul 2026 42400041
Enhancing decision-making in surgery for a large temporocorneal meningioma through an explainable human-AI collaboration: a case report.

BACKGROUND: Meningiomas, particularly large temporocorneal meningiomas, pose significant surgical ch...

(1)
Jul 2026 42400077
Identifying predictor factors for asthma using machine learning: evidence from the English Longitudinal Study of Ageing.

BACKGROUND: Asthma is a common chronic inflammatory airway disease. Accumulating evidence highlights...

(2)
Jul 2026 42393616
Evaluating and Mitigating Carbon Dioxide Equivalent Emissions in Stroke Management: A Modeling Study.

BACKGROUND: Artificial intelligence (AI) can improve stroke imaging workflows, but its computational...

Jul 2026 42396770
Reconstruction of complete cerebral arterial anatomy from non-contrast CT using deep learning for pre-thrombectomy guidance.

BACKGROUND AND PURPOSE: Traditional imaging methods, like CT angiography (CTA), are unable to visual...

(1)
Jul 2026 42397409
Sedation in Acute Ischemic Stroke: Pathophysiological Basis and Evidence for Commonly Used Agents.

Sedation is frequently required in the acute management of ischemic stroke (AIS), yet its potential ...

(5)
Jul 2026 42397530
Machine Learning-Based Predictive Model for Functional Independence in Spinal Cord Injury: Protocol for a Predictive Rule Development and Validation Study.

BACKGROUND: Spinal cord injury (SCI) causes substantial disability by disrupting spinal pathways, ma...

Jul 2026 42397879
Exploring Informal Caregivers' Perception of the Olera Digital Caregiving Assistance Platform for Dementia Care: Mixed Methods Evaluation Study.

BACKGROUND: Informal caregivers of people living with dementia often experience high rates of caregi...

Jul 2026 42398038
Real-Time Smartphone Monitoring Assessments as a Cognitive Biomarker of Alzheimer Disease: Protocol for a Development Study.

BACKGROUND: The diagnosis and monitoring of Alzheimer disease (AD) currently rely on clinician-admin...

Jul 2026 42398039
Development of a human-artificial intelligence collaboration-based storybook series for understanding epilepsy and supporting self-management.

Epilepsy is a chronic condition that requires ongoing self-management, including medication adherenc...

Jul 2026 42398364
Neuroimaging of Heterogeneity in Neuropsychiatric Disorders: Toward Disease Progression Modeling.

Neuropsychiatric disorders are characterized by substantial biological heterogeneity, with patients ...

Jul 2026 42398645
Neuroimaging-derived biotypes of self-reported insomnia symptoms are differentially associated with affective symptoms.

BACKGROUND: Sleep problems are among the most prevalent health complaints during adolescence and sho...

(4)
Jul 2026 42398825
Segmentation of the parasagittal dura mater on multi-center 3D-FLAIR MRI.

The parasagittal dura (PSD), located bilaterally alongside the superior sagittal sinus (SSS), has be...

Jul 2026 42398843
Structure aware graph community cluster pruning for efficient neural network compression in Parkinson's disease diagnosis.

Deep neural networks in medical and edge environments often face computational and memory constraint...

(1)
Jul 2026 42399289
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