Neurology

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

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Vibrational Spectroscopy of Clinical Biofluids: Advances in FTIR and Raman-Based Biomarker Discovery for Disease Diagnosis and Monitoring.

Human biofluids carry a continuously updated molecular record of systemic health, yet their diagnost...

Jul 2026 42439220
Generative large language models in the clinical management of Alzheimer's disease and mild cognitive impairment.

BACKGROUND: Dementia affects over 55 million people worldwide. Mild cognitive impairment (MCI) often...

(2)
Jul 2026 42440193
Wearable fatigue detection system for wheelchair propulsion: Identifying key muscles via an attention-based LSTM Model.

Fatigue induces adverse short- and long-term health risks in wheelchair users. This study aimed to d...

(1)
Jul 2026 42441821
Deep-learning based electroencephalogram denoising: A literature review.

Electroencephalography (EEG) is a pivotal tool for exploring brain functions. However, the low ampli...

Jul 2026 42443114
Multimodal quantification of cognitive load using a printed wearable facial bio-potential system.

Cognitive load refers to the amount of mental effort required to process information and perform tas...

Jul 2026 42443121
Surface circumferential spinal cord recording in freely moving rodents.

Spinal cord injury affects over 2.5 million people worldwide, yet current neuroprosthetic strategies...

Jul 2026 42443176
Comparative effectiveness of arthroscopic-assisted uniportal surgery versus percutaneous endoscopic decompression in lumbar spinal stenosis.

Single-level lumbar spinal stenosis (LSS) that does not respond to conservative therapy is now of th...

(2)
Jul 2026 42443350
Portable RF brain scanner enables stroke type detection using deep learning.

Stroke remains a leading cause of mortality worldwide, demanding rapid, accurate diagnosis; distingu...

(3)
Jul 2026 42443367
Feasibility of using artificial intelligence models to identify the obturator nerve in laparoscopic selective lateral pelvic lymph node dissection.

BACKGROUND: Protecting the obturator nerve (ON) is crucial during selective lateral pelvic lymph nod...

(2)
Jul 2026 42443674
Optimizing the mathematical model and technical standards for unilateral biportal endoscopic spinal surgery through machine learning-based video analysis.

OBJECTIVE: To enhance the efficacy of the unilateral biportal endoscopic spinal procedure, the spina...

(4)
Jul 2026 42437795
Novel explainable transformer model for automated attention-deficit hyperactivity disorder detection with EEG signals.

BACKGROUND: Recent developments in deep learning have increased our interest in its applications in ...

(3)
Jul 2026 42468441
Response to Letter to the Editor: Impact of 1024-Matrix Size on Perforating Artery Visualization in Cerebral CTA Using a 64-Slice CT Scanner.

This response addresses a Letter to the Editor commenting on our article on 1024-matrix reconstructi...

(2)
Jul 2026 42433113
Frequency-decomposed EEG microstate analysis reveals altered cross-frequency coordination in adolescent major depressive disorder.

Adolescent major depressive disorder (MDD) involves alterations in large‑scale brain network dynamic...

(2)
Jul 2026 42435240
Multilayer Validation Reveals a Glia-Associated Secretome Signature in Temporal Lobe Epilepsy.

Although multi-omics studies have increasingly revealed molecular alterations associated with epilep...

Jul 2026 42435258
A coarse-to-fine machine-learning framework for identifying functional connectivity markers of cognitive impairment in Parkinson's disease.

BACKGROUND: Resting-state functional MRI (rs-fMRI) has been applied to investigate cognitive impairm...

(2)
Jul 2026 42435273
Precision therapeutics and innovative clinical trial design in neurodegenerative diseases.

Neurodegenerative diseases are biologically heterogeneous disorders characterized by progressive neu...

Jul 2026 42435587
Unraveling Bone-Skin Crosstalk Enables miRNA Nanoformulation for Cutaneous Neurovascular Reconstruction in Diabetic Mice.

The clinical intractability of diabetic foot ulcers stems from a profound uncoupling of cutaneous ne...

Jul 2026 42435758
Cyclin-dependent kinases as signaling integrators in cancer: Structural evolution, functional plasticity, and drug discovery.

Cyclin-dependent kinases (CDKs), traditionally recognized for their pivotal role in cell cycle contr...

(1)
Jul 2026 42435947
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