Neurology

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

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Showing 3025-3045 of 12,840 articles
Systematic post-translational modification genome wide identifies therapeutic targets for Alzheimer's disease: evidence from multi-cohort analysis.

BACKGROUND: The rapid increase in the incidence of Alzheimer's disease (AD) has raised concerns, giv...

Oct 2025 41168076
MSDA-Net: Multiscale Spatiotemporal Dual-Attention Network for EEG-Based Driver Fatigue Detection.

Driver fatigue poses a severe risk to road safety, contributing to approximately 20% of fatal accide...

Oct 2025 41163385
Using precision medicine methods to identify disease stages for chronic limb-threatening ischemia in participants of the BEST-CLI trial.

BACKGROUND: Chronic limb-threatening ischemia (CLTI), the most severe form of peripheral artery dise...

Oct 2025 41167383
Integrating structural and functional brain features to classify major depressive disorder: a multi modal approach.

Major Depressive Disorder (MDD) is a common mental disorder that markedly impairs psychosocial funct...

Oct 2025 41167431
BACNet: A multi-attention network for cross-subject and cross-task EEG-based pilot operational intent recognition.

BACKGROUND AND OBJECTIVE: Recognizing pilot operational intent is crucial for enhancing flight safet...

(1)
Oct 2025 41205562
Probabilistic maps of white matter hyperintensity in a Chinese aging cohort and application for clinical diagnosis.

OBJECTIVES: White matter hyperintensities (WMH) are abnormalities in brain imaging that contribute t...

Oct 2025 41139170
Biased minds, sensitive hearts: Divergent neural signatures of interpersonal sensitivity in atypical and non-atypical depression.

BACKGROUND: Atypical depression (AD) is a distinct subtype of depression, with interpersonal sensiti...

Oct 2025 41284525
A Novel BERT-Based Machine Learning Approach for Enhanced CSF Leak Prediction in Endoscopic Endonasal Skull Base Surgery.

OBJECTIVES: To evaluate the performance of the BERT (bidirectional encoder representations from tran...

Oct 2025 42626759
Robotic thoracic surgery: what is different in anesthesia?

PURPOSE OF REVIEW: Robotic-assisted thoracic surgery (RATS) has emerged as a transformative approach...

(1)
Oct 2025 41223006
Distributed Precision Stroke Care: Artificial Intelligence-Driven Stroke Management Using Multimodal Sensor Data.

Delays in stroke diagnosis contribute to long-term disability. Many patients still face barriers to ...

Oct 2025 41122835
Closed-Loop Control of Epilepsy Based on Reinforcement Learning.

This study proposes a novel adaptive DBS control strategy for epilepsy treatment based on deep reinf...

Oct 2025 41104903
Unveiling manganese metabolism-related biomarkers in Alzheimer's disease: Insights into diagnosis and therapeutic targets.

BACKGROUND: Alzheimer's disease (AD), a neurodegenerative disorder with multifactorial etiologies, h...

Oct 2025 41115648
An adaptive decoupling learning system informed by the brain functional structure for EEG decoding.

Neuroscientific investigations have revealed the presence of regional pathway connections among func...

Oct 2025 41135314
Neurophysiological mechanisms and predictive modeling of SSRI treatment response in depression disorder based on multidimensional EEG features.

BACKGROUND: Depression exhibits significant heterogeneity in antidepressant treatment response. This...

Oct 2025 41109421
High-Risk Carotid Lesion Segmentation: Advancing Stroke Risk Detection With Deep Learning.

INTRODUCTION: While the benefits of carotid surgery for symptomatic carotid artery disease are well-...

Oct 2025 41321026
A data-driven modeling approach to prediction of persistent foot drop after gastroc-soleus lengthening surgery in children with cerebral palsy.

BACKGROUND: Gastrocsoleus lengthening (GSL) is an established surgical intervention for equinus defo...

Oct 2025 41223483
Brain dynamics and depressive symptoms in young adults: Evidence from EEG.

BACKGROUND: Depression is a major public health concern, with a rising prevalence among adolescents ...

Oct 2025 41101491
Nodular Growths of NF2 -Related Schwannomatosis Vestibular Schwannoma: Clinical and Therapeutical Consequences.

BACKGROUND AND OBJECTIVES: Neurofibromatosis type 2-related schwannomatosis ( NF2 -SWN) is marked by...

Oct 2025 41081518
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