Neurology

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

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Dopaminergic transmissive dormancy as a protective state against cellular stress.

No therapies ensure long-term survival of dopaminergic neurons in Parkinson's disease. In this conte...

(1)
Oct 2026 42827007
Graph diffusion convolution on multivariate weighted joint recurrence networks for seizure-state classification in intracranial EEG.

Discriminating interictal and ictal brain states is important for both seizure-state classification ...

(1)
Oct 2026 42820832
Immune dysregulation and epileptogenesis.

The pathogenesis of epilepsy is thought to involve not only electrical imbalances but also autoantib...

(2)
Oct 2026 42820995
Exploring the Potential Neurotoxic Links Between 6PPD/6PPD-Q and Parkinson's Disease Through Network Toxicology and Multi-Dimensional Bioinformatics Analysis.

N-(1,3-dimethylbutyl)-N'-phenyl-p-phenylenediamine (6PPD) and its oxidation product 6PPD-Q are emerg...

(9)
Oct 2026 42821203
AI Trustworthiness in the Perioperative Period for Patients with Serious Illness: Scoping Narrative Review.

BACKGROUND: Despite the promising potential of AI in the perioperative context, the rapid pace of de...

(7)
Oct 2026 42821883
A contactless and AI-assisted sensor for gait assessment of stroke patients.

The gait parameters, i.e., gait speed, stride length, step length, and cadence, serve as key indicat...

(1)
Oct 2026 42822405
Global Research Trends in Surgical Management of Facial Paralysis: A Bibliometric Analysis.

INTRODUCTION: The surgical treatment strategies of facial paralysis are diversified, and the existin...

(2)
Oct 2026 42822840
Deep Learning-Enabled Automated B-mode Segmentation for Regional Cerebral Perfusion Assessment in Neonates Using Ultrafast Power Doppler.

Cerebral perfusion disturbances contribute to neonatal brain injury, and ultrafast power Doppler can...

Oct 2026 42823215
The role of pharmacogenomics in epilepsy treatment: advancements in personalized medicine.

Epilepsy is a diverse and often severe neurological disorder characterized by frequent and unpredict...

(1)
Oct 2026 42823399
From Design to Bedside: Brain-Targeted Engineered Nanoparticles and Predictive Modeling for Neurodegenerative Diseases Therapeutics.

Nanoparticle (NP)-based drug delivery systems offer promising solutions for neurodegenerative diseas...

(3)
Oct 2026 42823573
RUNet: A Zero-Calibration Framework for Cross-Domain EEG Decoding via Riemannian and Unsupervised Representation Learning.

OBJECTIVE: Inter-session and inter-subject variability in electroencephalography (EEG) signals, resu...

(6)
Oct 2026 41525614
MSHANet: A Multiscale Hybrid Attention Network for Motor Imagery EEG Decoding.

Brain-computer interface (BCI) technology has significant applications in neurorehabilitation and mo...

(3)
Oct 2026 41528907
Breaking the Depth Barrier in Motor Imagery Classification via a Residual Depthwise-Separable Network.

Lightweight networks that include depthwise-separable convolution are widely used in motor imagery (...

(1)
Oct 2026 42202176
A High-Efficiency Neural Processing SoC for Adaptive Closed-Loop Neuromodulation.

Adaptive closed-loop neuromodulation is an emerging therapeutic paradigm for treating neurological a...

(2)
Oct 2026 42335065
The Effect of Robot-Assisted Gait Training on Balance, Gait and Kinesiophobia in Individuals With Post-Stroke Hemiparesis: A Randomized Controlled Trial.

BACKGROUND AND PURPOSE: Robot-assisted gait training (RAGT) is well established for post-stroke gait...

(6)
Oct 2026 42700159
Neuroimaging in the era of biologically defined Alzheimer's disease and disease-modifying therapy.

Disease-modifying therapies and biomarker-based diagnostic frameworks will fundamentally altered the...

(5)
Oct 2026 42716046
A Deep-Learning Based Biomarker of Systemic Cellular Senescence Burden to Predict Mortality and Health Outcomes.

The accumulation of senescent cells is a recognized hallmark of biological aging and is associated w...

(3)
Oct 2026 42791602
Breath Signatures of Antiseizure Medication Response and Tolerability in Adults With Epilepsy.

PURPOSE: Achieving seizure control without intolerable adverse effects remains a major challenge in ...

(3)
Oct 2026 42803756
mTORC1 Activation Links Chronic Stress to Meso-Circuit Desynchronization and Accelerated Amyloid Pathology via Autophagic Dysfunction.

BACKGROUND: Although depression is a potent risk factor for Alzheimer's disease (AD), the underlying...

(4)
Oct 2026 42803875
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