Neurology

Parkinson's Disease

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

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Showing 148-168 of 5,611 articles
A Dataset of Microelectrode Recordings from Deep Brain Stimulation Procedures.

Precise intraoperative localisation of subcortical brain structures remains a critical challenge in ...

(1)
Jun 2026 42270599
Intelligent Parkinson's disease identification via Residual-Shuffle Network optimized by Improved Dandelion Optimizer.

Parkinson's disease (PD) presents significant challenges due to its intricate symptoms and often del...

Jun 2026 42259901
Quality and Readability of ChatGPT Performance on Parkinson's Disease.

BACKGROUND: Chat Generative Pre-trained Transformer (ChatGPT) is increasingly used for medical educa...

Jun 2026 42249802
Voice-Based Parkinson's Disease Diagnosis: A Data-Augmented Study of Deterministic and Stochastic Feature Selection Methods.

INTRODUCTION: Voice analysis is a promising method for diagnosing Parkinson's disease (PD); however,...

Jun 2026 42250952
Measurement fidelity, not model complexity, governs individual cognitive trajectory prediction in Parkinson's disease.

Whether individual-level cognitive trajectories in Parkinson's disease are predictable remains unres...

Jun 2026 42251160
Machine learning and deep learning for neurological disease analysis: A systematic review across five major disorders.

Artificial Intelligence (AI) has become integral to the research of neurological diseases due to the...

Jun 2026 42250854
Machine learning based EMG analysis of intermuscular coherence and cumulant density in tremor and myoclonus.

OBJECTIVES: Clinical distinction of essential tremor (ET) and cortical myoclonus (CM) remains challe...

Jun 2026 42288449
Phase-Dependent Passive Muscle Stretching Modulates B-Mode Ultrasound Classification of Parkinson's Disease.

OBJECTIVE: Parkinson's disease (PD) is a progressive neurodegenerative disorder characterized by tre...

Jun 2026 42236424
Heritability of the Olfactory Bulb and Its Associated Brain Network.

The olfactory bulb (OB), the first central relay of the olfactory pathway, plays a critical role in ...

Jun 2026 42235655
Deep learning for freezing of gait assessment using inertial measurement units: a multicentre validation study.

Video annotation is the gold standard for assessing Freezing of Gait (FOG) in Parkinsonian disorders...

Jun 2026 42230618
KGT: Knowledge-guided graph transformer for neurodegenerative disease diagnosis and brain age prediction with MRI.

Deep learning methods have significantly advanced the analysis of brain imaging data for various dow...

Jun 2026 42242081
Life prediction model of feedback rod in electro-hydraulic servo valve.

Metallic elastic elements serve as critical structural components in advanced electro mechanical ass...

Jun 2026 42225786
Mechanistic Biomarker Discovery of Perfluorooctanoic Acid Exposure in Parkinson's Disease Through Integrated Toxicogenomic Analysis.

Perfluorooctanoic acid (PFOA) is a common polyfluoroalkyl substance (PFAS) with possible neurotoxic ...

(1)
Jun 2026 42159207
VeNet: a lightweight neural network for efficient brain vessel segmentation in endovascular robotic surgery.

Telesurgery integrates artificial intelligence (AI), robotic systems, sensing technologies, and wire...

May 2026 42215575
A survey of deep learning techniques in detecting neurological disorders using MRI.

Magnetic resonance imaging (MRI) is widely regarded as the most reliable non-invasive imaging modali...

May 2026 42216001
A prototype-augmented graph representation learning framework for identifying brain disorder-associated genes and facilitating drug repurposing.

Many genetic loci were identified as associated with neuropsychiatric disorders and neurodegenerativ...

May 2026 42213730
Artificial intelligence for gait and balance in neurological disorders: a scoping review of clinical applications and technologies.

BACKGROUND: Artificial intelligence (AI) has rapidly emerged within healthcare systems and neurologi...

May 2026 42209881
Frequency- and Network-Specific Changes in Functional Connectivity Reflect Pathophysiological Mechanisms across Parkinson's Disease Stages.

OBJECTIVE: Parkinson's disease (PD) is increasingly conceptualized as a disorder of large-scale brai...

May 2026 42204598
Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data.

Accurate gait analysis in Parkinson's disease (PD) typically relies on laboratory-based systems to c...

(1)
May 2026 42202182
A stacked multi-classifier for multi-modal data fusion in transcranial sonography-based Parkinson's disease assessment.

Parkinson's disease (PD) is a catastrophic neurodegenerative disorder and a major culprit of neurolo...

May 2026 42204162
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