Neurology

Parkinson's Disease

Latest AI and machine learning research in parkinson's disease for healthcare professionals.

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Showing 337-357 of 5,611 articles
An attention-augmented multimodal classification of alzheimer's disease and parkinson's disease vs healthy controls using MRI, EEG, and SNP data.

Due to the late manifestation of structural symptoms and symptomatic overlap, neurodegenerative dise...

Jan 2026 41545552
Prompting and Fine-Tuning Large Language Models for Parkinson Disease Diagnosis: Comparative Evaluation Study Using the PPMI Structured Dataset.

BACKGROUND: Parkinson disease (PD) presents diagnostic challenges due to its heterogeneous motor and...

Jan 2026 41539675
Rigidity-driven tail extension controls interfacial thickness in polymer-nanoparticle composites.

We employ coarse-grained molecular dynamics simulations to investigate interfacial reorganization in...

Jan 2026 41504269
Detection of parkinson's disease with neuroimaging modalities using machine learning and artificial intelligence: a systematic review.

The application of machine learning (ML) and artificial intelligence (AI) algorithms in medical imag...

Jan 2026 41530502
Action tremor kinematics exhibit features of stabilization dysfunction in essential tremor patients.

BACKGROUND: Action tremor that begins with voluntary movement is a common manifestation of essential...

Jan 2026 41539533
CT-free attenuation and scatter correction of [11C]CFT brain PET using a Bi-directional matching network.

Quantitative PET imaging requires accurate attenuation and scatter correction (ASC), but the standar...

Jan 2026 41539466
Evolving approaches and data availability for understanding the impact of land-use change on ecosystem services.

Understanding how land-use change alters the flow of ecosystem services is critical for sustainabili...

Jan 2026 41534503
A causal bidirectional selective state space model for imaging genetics in neurodegenerative diseases.

Brain imaging genetics aims to uncover the pathological mechanisms and improve the diagnosis of brai...

Jan 2026 41547121
Comprehensive Analysis of Autophagy-Related Gene Profiles and Immune Characteristics in Parkinson's Disease.

Parkinson's disease (PD) is a progressive neurodegenerative disorder characterized by dopaminergic n...

Jan 2026 41505625
Functional near-infrared spectroscopy: Systematic mapping of abnormal brain function features in neurological disorders.

Functional near-infrared spectroscopy quantifies cerebral hemodynamic signals by capturing oxygenati...

Jan 2026 41495620
Cerebral hemodynamics and functional connectivity in the stroop test in Parkinson's disease patients: A machine learning approach to fNIRS features.

BACKGROUND: Cognitive impairment is a core non-motor feature of Parkinson's disease (PD). This study...

Dec 2025 41494495
Deep learning-based cognitive impairment brain imaging analysis: New methods, new technologies, and new paradigms.

Cognitive impairment arising from ischemic stroke, Alzheimer's disease, and Parkinson's disease pres...

Dec 2025 42148603
Speech Biomarkers From Smartphone Calls Track Progression in REM Sleep Behavior Disorder and Parkinson's Disease.

OBJECTIVE: This 24-month longitudinal study involving isolated rapid eye movement sleep behavior dis...

Dec 2025 41467327
Deep Learning-Based Brainstem Segmentation and Multi-Class Classification for Parkinsonian Syndrome.

BACKGROUND: Brain segmentation using structural MRI is effective for identifying regional atrophy in...

Dec 2025 41439587
Causal models and network instability in neurological and psychiatric disorders: Computational and clinical perspectives.

Self-diagnosis-the capacity of a system to detect and correct its own failures-is a defining propert...

Dec 2025 41448497
Wirelessly transmitted subthalamic nucleus signals decode endogenous pain levels in Parkinson's disease patients.

Pain is a prominent non-motor symptom of Parkinson's disease (PD); it may appear in various levels (...

Dec 2025 41443379
[Expert consensus on neurosurgical robot-assisted deep brain stimulation surgery (2026 edition)].

Robot-assisted deep brain stimulation (DBS) surgical systems in neurosurgery have demonstrated signi...

Dec 2025 41611273
Transcriptomic analysis of plasma small extracellular vesicles identifies potential diagnostic biomarkers for Parkinson's disease dementia.

INTRODUCTION: Blood-based biomarkers that can aid diagnosis of Parkinson's Disease (PD) dementia (PD...

Dec 2025 41385896
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