Neurology

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

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Showing 715-735 of 12,810 articles
Arterial Spin Labeling of Cerebral Perfusion in Unresponsive Wakefulness Syndrome: A Proof-of-Concept Comparison with FDG-PET.

BACKGROUND: Despite the clinical utility of [18F]-fluorodeoxyglucose positron emission tomography (F...

(1)
Jul 2026 42509477
Comparative Screening of Alzheimer's Disease, Lewy Body Dementia, and Frontotemporal Dementia Using miRNA and Machine Learning.

Current dementia diagnostic methods can be costly, invasive, or limited in their ability to distingu...

Jul 2026 42502242
A 60-second interpretable voice model for early dementia screening.

Early detection of cognitive impairment in assisted living is hindered by time-intensive tools like ...

Jul 2026 42507664
Imaging features of affective and non-affective psychosis.

Affective and non-affective psychoses exhibit heterogeneous clinical presentation, neurobiological u...

(1)
Jul 2026 42503315
Machine Learning Prediction of Hoehn and Yahr Scores at 5-Years Post-123I-Ioflupane SPECT Imaging in a Real-World Parkinson's Disease Dataset.

BACKGROUND: Parkinson's disease (PD) progression is highly heterogeneous, complicating clinical mana...

(1)
Jul 2026 42499249
Risk Factors for Coronary Heart Disease and Stroke Among Older Adults With Metabolic Dysfunction-Associated Steatotic Liver Disease: A Nationwide Cohort Study.

BACKGROUND: Older adults with metabolic dysfunction-associated steatotic liver disease have elevated...

(2)
Jul 2026 42500890
Advancing Cerebro-cerebellar Network Imaging with Ultra-high Field (7T) MRI: Progress and Future Challenges.

Ultra-high field (UHF) MRI (≥ 7T) is increasingly used to study the cerebro-cerebellar networks, off...

Jul 2026 42501259
Photosensitivity in Lafora and Unverricht-Lundborg progressive myoclonic epilepsies.

OBJECTIVE: Lafora disease (LD) and Unverricht-Lundborg disease (EPM1A) are the most common forms of ...

Jul 2026 42501323
De Novo-Designed Peptide-Engineered Multimodal Platform for Post-Ischemic Stroke Tissue Repair.

Orchestrating tissue regeneration in complex pathologies like post-ischemic stroke requires material...

Jul 2026 42501412
Radiation dose reduction in computed tomography perfusion of acute ischemic stroke patients using a denoising autoencoder.

BACKGROUND: Ischemic stroke results from the occlusion of a cerebral artery and is a leading cause o...

Jul 2026 42501581
Artificial Intelligence Techniques in Cardiac Neuromodulation: Mechanisms, Applications, and Pathways to Clinical Translation.

Cardiac neuromodulation includes various methods, such as vagus nerve stimulation, baroreflex activa...

(1)
Jul 2026 42499589
Accelerated 7T 3D DESS MR Neurography of the Cervical Spine Using CS-CAIPIRINHA and Deep Learning Reconstruction.

OBJECTIVE: To evaluate the potential of combined coherent and incoherent undersampling with deep lea...

Jul 2026 42494204
A Framework for Predicting Neurofeedback Treatment Response in ADHD Using EEG Functional Connectivity and Genetic Algorithm-Driven Channel Selection.

In this article, we present a computational framework for predicting treatment response to neurofeed...

(1)
Jul 2026 42496846
Smartphone-Based Brunnstrom Stage Classification of Hemiparetic Gait via Skeleton-Attention-LSTM-Inception Network.

OBJECTIVE: The accurate assessment of hemiparetic gait after stroke was essential for understanding ...

Jul 2026 42497051
Unmasking data leakage in EEG-ADHD literature: a rigorous, interpretable SOTA framework (DSAEN).

The field of translational Electroencephalogram-Artificial Intelligence (EEG-AI) faces a significant...

(1)
Jul 2026 42497882
First-pass aspiration versus stent retriever thrombectomy: machine learning study of treatment effect heterogeneity.

BACKGROUND: Randomized trials have shown equivocal outcomes between a direct aspiration as first-pas...

(1)
Jul 2026 42498630
EEG-based automated evaluation of automotive sound quality using ensemble deep learning.

The evaluation of automotive sound quality is of considerable significance for improving driving com...

Jul 2026 42498714
Early Identification of Recovery Potential After Acute Brain Injury Using Functional Near-Infrared Spectroscopy.

BACKGROUND: Accurate early prognostication in patients with acute brain injury remains a major chall...

(3)
Jul 2026 42498895
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