Neurology

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

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Showing 2668-2688 of 12,840 articles
Asymmetric fiber orientation distribution estimation via unsupervised deep learning.

Diffusion magnetic resonance imaging (dMRI) tractography is a key technique for reconstructing brain...

Jan 2026 41702180
Estimating proximity to muscular failure using surface EMG and deep learning.

Understanding how close an individual is to muscular failure during exercise can be used to personal...

Jan 2026 41653807
Spatiotemporal abnormalities in brain networks as a signature of neurological damage in Wilson's disease.

OBJECTIVES: Resting-state electroencephalogram (EEG) microstates serve as dynamic markers of intrins...

Jan 2026 41671938
Molecular features of human pathological tau distinguish tauopathy-associated dementias.

In Alzheimer's disease (AD), pathological tau protein shows a progressive accumulation of post-trans...

(1)
Jan 2026 41616780
Renovating Neural Networks With Viral-Mediated Gene Transfer From A Tissue Contacting Matrix Mimic.

Neurodegenerative diseases such as Huntington's Disease (HD) have a significant impact on healthcare...

Jan 2026 41607219
Machine learning models for predicting futile recanalisation after endovascular treatment in patients with large core infarction.

BACKGROUND: Predicting futile recanalisation following endovascular treatment (EVT) in patients with...

Jan 2026 41611344
Multi-cohort, cross-species urinary proteomics reveals signatures of LRRK2 dysfunction in Parkinson's disease.

Pathogenic mutations in Leucine-rich repeat kinase 2 (LRRK2) are the predominant genetic cause of Pa...

(2)
Jan 2026 41611872
Development and Validation of a Machine Learning Model for Dementia Staging in a Heterogeneous Cognitive Impairment Cohort Using Multimodal Features.

RATIONALE AND OBJECTIVES: With the emergence of disease-modifying therapies, precise staging of deme...

Jan 2026 41611541
Multiple epileptiform waves detection algorithm based on improved VMD and multidimensional feature fusion.

BACKGROUND: Spikes, ripples, and ripples on spikes (RonS) during non-rapid eye movement (NREM) sleep...

Jan 2026 41617023
Rationalizing nose-to-brain drug delivery: Machine learning-guided optimization and mechanistic elucidation of olfactory deposition for nasal sprays.

Nose-to-brain drug delivery via nasal sprays is severely limited by low olfactory deposition. In thi...

(1)
Jan 2026 41617015
Seizure risk prediction using machine learning following glioma resection surgery in seizure-naïve patients.

BACKGROUND: Despite the ongoing controversy around the prophylactic use of antiseizure medications (...

Jan 2026 41610779
EEG-based epileptic seizure prediction with patient-tailored spectral-spatial-temporal feature learning.

Epilepsy is a chronic brain disorder characterized by recurrent seizures resulting from abnormal bra...

Jan 2026 41633018
Artificial Intelligence analysis of lesion dynamics and brain volume in patients with multiple sclerosis.

BACKGROUND: Quantitative MRI markers increasingly complement conventional clinical assessment in mul...

Jan 2026 41671941
Predicting Return Home After Moderate-to-Severe Traumatic Brain Injury.

BACKGROUND AND OBJECTIVES: Days alive and at home (DAH) is a validated outcome measure that captures...

Jan 2026 41604614
Seizure forecasting with multiple timescales and features.

OBJECTIVE: Forecasting epileptic seizures is a difficult task. Studies of seizure prediction have in...

Jan 2026 41603191
Individualized Treatment in Distal and Medium Vessel Occlusion Stroke Using a Validated Explainable Counterfactual Treatment Estimation Model.

OBJECTIVE: The optimal treatment for distal medium vessel occlusion (DMVO) stroke remains uncertain,...

(1)
Jan 2026 41603297
Comparison of Pragmatic Post-Thrombectomy Prognostic Scores Not Based on Advanced Imaging in a Large National Stroke Registry.

BACKGROUND: Nearly half of the patients who received endovascular thrombectomy (EVT) for large vesse...

Jan 2026 41605880
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