Neurology

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

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Showing 2584-2604 of 12,840 articles
Artificial intelligence-powered analysis of operating room turnover: impact of instrument burden.

OBJECTIVE: Improved operating room (OR) efficiency provides greater patient throughput, reduced cost...

(1)
Feb 2026 41650394
LSTM-GPT-4 Integration for Interpretable Biomedical Signal Classification.

BACKGROUND: Approximately 3.8 billion people lack access to essential health services, and diagnosti...

Feb 2026 41653471
Offline AI-assisted fundus imaging for preliminary screening of childhood glaucoma.

PURPOSE: To evaluate the feasibility and performance of AI-assisted portable fundus photography in c...

(1)
Feb 2026 41654109
FKSUDDAPre: A drug-disease association prediction framework based on F-TEST feature selection and AMDKSU resampling with interpretability analysis.

In drug discovery and therapeutic research, the prediction of drug-disease associations (DDAs) holds...

Feb 2026 41642902
TrkA abundance is increased in cutaneous nerves in bortezomib-induced neuropathy.

Tropomyosin receptor kinase A (TrkA), a high-affinity receptor for nerve growth factor (NGF), is imp...

Feb 2026 41644104
Integrating Regenerative Therapies and Artificial Intelligence for Precision Management of Diabetic Foot Ulcers.

SIGNIFICANCE: Diabetic foot ulcers (DFUs) represent one of the most devastating complications of dia...

Feb 2026 41644477
Diagnosis of disorders of consciousness using nonlinear feature derived EEG topographic maps via deep learning.

This study explored the value of nonlinear features extracted from EEG signals to facilitate the ass...

Feb 2026 41644597
Dissociable impacts of perceived race and ascribed status in event-related brain potentials and multivariate network activity.

Humans rapidly and efficiently categorize others with limited information, forming split-second impr...

(1)
Feb 2026 41644938
Comparative analysis of supervised and ensemble models with unsupervised exploration for alzheimer's disease prediction.

Alzheimer's disease is a progressive neurodegenerative disorder characterized by memory loss and cog...

Feb 2026 41639293
Epileptic Seizure Detection from EEG Signals with Long Short-Term Memory-Transformer and Self-Supervised Learning.

Electroencephalogram (EEG) plays a vital role in seizure detection, yet existing methods often fail ...

(1)
Feb 2026 41633930
A scoping review of portable ultra-low-field MRI studies in patients with acquired brain injury: Past, present, and future.

Acquired Brain Injury (ABI) refers to any post-birth damage to the brain, commonly resulting from tr...

Feb 2026 41685206
Multiscale spatiotemporal neural network with multi-attention mechanism using brain partitioning for motor imagery recognition.

BACKGROUND: Motor imagery (MI)-based electroencephalogram (EEG) brain-computer interfaces (BCIs) fac...

Feb 2026 41643590
Comprehensive segmentation of focal cortical dysplasia by combining surface-based and whole-brain MRI deep learning algorithms: a proof-of-concept study.

Introduction.Focal cortical dysplasia type II (FCD II) is a significant cause of drug-resistant epil...

Feb 2026 41587495
Effects of Robot-Assisted Gait Therapy on Urodynamic Changes in the Subacute Phase After Spinal Cord Injury: A Prospective Study.

BACKGROUND Approximately 70% to 84% of patients with spinal cord injury (SCI) have varying degrees o...

Feb 2026 41635036
Spinal cord injury impact on skin temperature regulation during graded exercise: metaheuristic data mining-based predictions.

People with spinal cord injury (SCI) show impaired thermoregulation during exercise, making skin tem...

Feb 2026 41635973
Video-based diagnostics supported by artificial intelligence as an opportunity to address the epilepsy diagnostic gap: A narrative review.

Despite advancements in epilepsy care, a substantial diagnostic gap persists, particularly in resour...

(2)
Feb 2026 41636690
Protocol for Personalised Prediction of Persistent Postsurgical Pain.

INTRODUCTION: Persistent postsurgical pain (PPSP) affects up to 15% of patients after major surgery,...

(1)
Feb 2026 41638723
Validation of socialbit as a smartwatch algorithm for social interaction detection in a clinical population.

Social interaction supports brain health and recovery after neurological injury. Yet no validated to...

Feb 2026 41639237
Utilizing optical coherence tomography and machine learning to identify vision abnormalities in pediatric neurofibromatosis type 1 patients.

Neurofibromatosis type 1 (NF-1) is a genetic disorder associated with a high risk of vision loss in ...

Feb 2026 41639248
An ensemble machine learning classifier for Parkinson's disease diagnosis using optical coherence tomography angiography.

Parkinson's disease (PD) is the fastest-growing neurodegenerative disorder worldwide, yet its early ...

Feb 2026 41639547
Clinical Profile of Neurosurgical Consultations from the Emergency Department : A Retrospective Analysis.

OBJECTIVE: This study aimed to retrospectively analyze consultations requested from the emergency de...

(1)
Feb 2026 41630493
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