Neurology

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

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Showing 421-441 of 12,810 articles
Large Language Models for Accurate Medical Chart Abstraction: Enabling Scalable and Secure Artificial Intelligence Deployment in Stroke.

BACKGROUND AND PURPOSE: Medical chart abstraction plays a critical role in clinical research and qua...

(1)
Aug 2026 41720514
Machine-based classification of epileptiform activity in selected EEG excerpts from genetic generalised epilepsy.

OBJECTIVES: To evaluate whether the deep learning model IGENet-TS, a time-domain convolutional neura...

(3)
Aug 2026 42659886
Machine learning-based prediction of fall within 6 months of stroke onset: A prospective study.

OBJECTIVE: To develop and evaluate machine learning-based models for predicting fall risk within 6 m...

(4)
Aug 2026 42659995
Traumatic Brain Injury: Multi-Omics Insights into Brain Aging, Neurodegeneration, and Precision Therapeutics.

Traumatic brain injury (TBI) is a major cause of mortality and persistent neurological disability an...

(1)
Aug 2026 42660464
Innovations in dementia education in health sciences: curriculum design and partnerships across three countries.

As dementia prevalence rises globally, health sciences education must evolve to prepare future profe...

(2)
Aug 2026 42661145
Personalized ECG-based artificial intelligence models for early seizure prediction.

Seizure prediction is critically important, as it can help prevent serious injuries, improve quality...

(1)
Aug 2026 42661238
Precision psychiatry in clinical practice: What is clinically actionable, what is promising, and what remains experimental?

Precision psychiatry seeks to improve individual-level prediction, treatment selection, monitoring, ...

(1)
Aug 2026 42657684
Deformation-Adaptive Hybrid Triboelectric-Piezoelectric Nanogenerator for Wearable Muscle Monitoring and Human-Machine Interaction.

Wearable systems for real-time and long-term musculoskeletal monitoring are increasingly required as...

(1)
Aug 2026 42657882
Bioengineered Interfaces for Peripheral Nerve Sensory Restoration.

Peripheral nerve injuries (PNIs) severely impair motor and sensory function, diminishing patient ind...

Aug 2026 42657894
A comparative study of vision transformer architectures for the detection of Alzheimer's disease using magnetic resonance images.

Alzheimer's disease is a neurodegenerative disease that affects millions of people worldwide. With t...

(1)
Aug 2026 42658406
Dementia Etiology Diagnosis via Collaborative Meta Knowledge Enhancement.

Although artificial intelligence (AI) has shown promising performance in several medical tasks, accu...

Aug 2026 42658692
Beyond the Black Box: Is Artificial Intelligence Ready to Reshape Neurosurgical Decision-Making? A Narrative Review.

BACKGROUND AND AIMS: Artificial intelligence (AI) is increasingly being integrated into neurosurgica...

(1)
Aug 2026 42657048
Deep Learning Versus LASSO-Based Machine Learning for 1-Year Survival After Surgery for Spinal Metastases: A JASA Multicenter Prospective Cohort Analysis.

STUDY DESIGN: Multicenter prospective cohort study; secondary analysis. OBJECTIVE: To evaluate predi...

(1)
Aug 2026 42658735
Recent advances in MR neuroimaging: toward quantitative and AI-driven brain and spinal cord imaging.

Magnetic resonance neuroimaging is undergoing a major paradigm shift from traditional qualitative an...

Aug 2026 42645787
Transient Ischemic Attack Diagnosis using Explicit Criteria Outperforms Artificial Intelligence: a Prospective Cohort Study.

BACKGROUND: Diagnosing transient ischemic attacks (TIAs) remains challenging, particularly in primar...

(4)
Aug 2026 42647419
MTGNet: A task-oriented and spectrally guided framework for EEG denoising.

Electroencephalography (EEG) is widely used in brain-computer interfaces (BCIs), but its microvolt-l...

(4)
Aug 2026 42648317
Clinical significance of lncRNA-miRNA axes in ischemic stroke: Diagnostic value, prognostic relevance, and therapeutic potential.

Ischemic stroke and subsequent reperfusion injury are major causes of mortality and long-term neurol...

(2)
Aug 2026 42648528
Decoding Sleep Architecture from Ambulatory Basal Ganglia Signals in Parkinson's Disease.

BACKGROUND: Sleep architecture and circadian rhythms are frequently disrupted in Parkinson's disease...

(1)
Aug 2026 42648906
tDCS synchronous robotic training on lower-limb with post-stroke hemiplegia: a comparative study between synchronous and sequential group.

BACKGROUND: This study was aimed to compare the effects of tDCS synchronized with robotic training(R...

(1)
Aug 2026 42641064
[A method for predicting neurological outcomes after cardiac arrest based on time-frequency domain feature fusion].

Accurate neurological outcome assessment after cardiac arrest is critical for clinical diagnosis and...

(1)
Aug 2026 42656102
[Personalized lower-limb gait assessment method based on musculoskeletal modeling and machine learning].

To address the issues of insufficient objectivity and difficulty in locating muscle dysfunction in c...

Aug 2026 42656113
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