Neurology

Parkinson's Disease

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

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Showing 1-21 of 5,492 articles
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...

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...

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 ...

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...

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...

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 ...

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...

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-...

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...

Jul 2026 42435273
Semi-supervised ensemble learning with interval type-2 fuzzy-rough sets for Parkinson's disease prediction from multi-omics.

Parkinson's disease (PD) is a disorder involving progressive degeneration of the nervous system. Its...

Jul 2026 42436345
Detection of early-stage Parkinson's disease using wearable sensors at multiple body locations and convolutional neural networks.

Early-stage Parkinson's disease (PD) presents with subtle motor symptoms that complicate timely diag...

Jul 2026 42432239
The role of AI-assisted drug repurposing in neurological disorders: a systematic review of validation strategies, challenges and opportunities.

Neurological disorders refer to a diverse group of conditions that affect the brain, peripheral nerv...

Jul 2026 42432671
Integrated multi-omics analysis identifies key microglial subpopulations and therapeutic targets in Parkinson's disease.

BACKGROUND: Parkinson's disease (PD) is a rapidly growing global health concern, with aging populati...

Jul 2026 42430983
Actigraphy Meets AI: A Digital Biomarker for Parkinson's Disease and Isolated REM Sleep Behaviour Disorder.

Isolated rapid eye movement (REM) sleep behaviour disorder (RBD) is an early stage of alpha-synuclei...

Jul 2026 42412000
Bridging the global Parkinson's divide: Technology as a structural solution for equitable and brain health-integrated care.

Parkinson's disease (PD) is the fastest-growing neurodegenerative disorder worldwide, with projectio...

Jul 2026 42412034
Cross Domain Self-Prompting SAM2 for Intraoperative OCT Video Segmentation.

Retinal procedures require precise instrument manipulation to avoid iatrogenic injuries. Intraoperat...

Jul 2026 42412657
3D OCT-Based Retinal Biomarker Analysis for Automatic Regional-Wise Characterization of Neurodegenerative Diseases.

Neurodegenerative diseases (NDDs) such as Alzheimer's disease (AD), essential tremor (ET), multiple ...

Jul 2026 42414714
Generalizable and explainable deep learning for brain MRI: a multi-cohort evaluation of 3D architectures for age and sex prediction.

Deep learning (DL) methods increasingly outperform classical approaches in brain MRI analysis, yet t...

Jul 2026 42406258
Structure aware graph community cluster pruning for efficient neural network compression in Parkinson's disease diagnosis.

Deep neural networks in medical and edge environments often face computational and memory constraint...

Jul 2026 42399289
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