Neurology

Parkinson's Disease

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

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Showing 85-105 of 5,611 articles
Subthalamic spatio-spectral-connectivity of psychiatric symptoms in Parkinson's disease.

Psychiatric symptoms in Parkinson's disease (PD) are highly prevalent and challenging to treat. This...

(2)
Jul 2026 42524869
A wearable patch for continuous levodopa monitoring in sweat: Towards exertion and power-free pharmacodynamic assessment in Parkinson's disease.

Precision management of Parkinson's disease (PD) requires frequent levodopa (L-dopa) dose adjustment...

(1)
Jul 2026 42507913
Machine Learning Prediction of Hoehn and Yahr Scores at 5-Years Post-123I-Ioflupane SPECT Imaging in a Real-World Parkinson's Disease Dataset.

BACKGROUND: Parkinson's disease (PD) progression is highly heterogeneous, complicating clinical mana...

(1)
Jul 2026 42499249
Research advances in key genes and regulatory mechanisms of posttranslational modifications in Parkinson's disease.

BACKGROUND: The genesis of Parkinson's disease (PD), a common central neurodegenerative disorder, in...

(3)
Jul 2026 42497137
Large language models as a screening tool for the qualification of patients with Parkinson's disease for device-aided therapies.

Motor complications become increasingly prominent as Parkinson's disease (PD) progresses. Although d...

(4)
Jul 2026 42489906
Diagnosis of Parkinson's Disease Based on Voice and Speech Using Machine Learning and Deep Learning: A Systematic Umbrella Review.

OBJECTIVES: Early diagnosis of Parkinson's disease (PD) is complicated. Speech impairment, as an ear...

(1)
Jul 2026 42493288
Gut Microbiome in Depression with and without REM Sleep Behavior Disorder.

Major depressive disorder (MDD) is a risk factor for neurodegeneration, yet its heterogeneity makes ...

(1)
Jul 2026 42493609
Crowdsourcing and machine learning contests in Parkinson's disease research - when do they work?

ObjectiveTo review the application of crowdsourcing and machine learning contests in Parkinson's dis...

(2)
Jul 2026 42493769
A highly efficient detection model for early-stage Parkinson's disease using non-contact, multi-modality measurement and artificial intelligence.

Early diagnosis of Parkinson's disease (PD) is challenging due to the difficulty in identification o...

(5)
Jul 2026 42481462
Explainable machine learning for automated robotic surgical skill assessment using rich kinematic features.

Robotic-assisted surgery (RAS) extends minimally invasive surgery by restoring dexterity, tremor fil...

(1)
Jul 2026 42474865
Brain organoids in Parkinson's disease drug development: Human-specific models for translational discovery.

Parkinson's disease (PD) poses a major unmet therapeutic challenge, with most drug candidates failin...

(1)
Jul 2026 42468620
Context-agnostic machine learning for Parkinson's disease motor symptom detection using wearable sensors.

BACKGROUND: Parkinson's disease is a rapidly growing neurodegenerative disorder with various motor a...

(1)
Jul 2026 42469783
α-Synuclein Seeds Amplification Assays for Parkinson's Disease and Related Synucleinopathies.

Parkinson's disease (PD) is a progressive neurodegenerative disorder characterized by the pathologic...

(3)
Jul 2026 42460688
Artificial intelligence in deep brain stimulation for movement disorders: a systematic review and technology readiness assessment.

Artificial intelligence (AI) is increasingly explored across deep brain stimulation (DBS) for moveme...

(1)
Jul 2026 42463513
Digital profiling of dysarthria in late- and early-onset Parkinson's disease.

BackgroundDigital speech analysis affords robust markers of Parkinson's disease (PD). However, most ...

(3)
Jul 2026 42455043
Ketogenic β-hydroxybutyrate-regulated β-hydroxybutyrylation of HSPE1 alleviates neuronal apoptosis in MPTP/MPP+ induced Parkinson's disease models.

Lysine β-hydroxybutyrylation (Kbhb) is an emerging post-translational modification regulated by β-hy...

(1)
Jul 2026 42455758
Cognitive structure and progression in Parkinson's disease: insights from a tablet-based assessment.

Cognitive impairment is an important constraint for PwPD with Parkinson's disease (PwPD). Digital as...

(2)
Jul 2026 42457903
Hydrogen Vacancies Heal Pb-Dimer Deep Traps and Suppress Coupled Ionic-Electronic Losses in Hybrid Perovskites.

Organic-inorganic hybrid perovskites combine strong optical absorption, long carrier lifetimes, and ...

(2)
Jul 2026 42447209
Metabolomic signatures for diagnosis and clinical severity in Parkinson's disease.

BACKGROUND: Parkinson's disease (PD) remains challenging to diagnose at early stages owing to subtle...

(1)
Jul 2026 42447752
Spatiotemporal deep learning for early detection of isolated REM sleep behavior disorder and Parkinson's disease using functional MRI data.

This study aimed to develop and evaluate a spatiotemporal deep-neural-network (stDNN) using resting-...

(1)
Jul 2026 42443195
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
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