Neurology

Parkinson's Disease

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

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Showing 190-210 of 5,611 articles
SPECT hybrid approach combining conventional and deep features for early detection of Parkinson's disease.

The early diagnosis of Parkinson's disease (PD) using SPECT imaging continues to be challenging due ...

May 2026 42118513
Development of a blood-based ferroptosis driver scoring system for Parkinson's disease using public datasets and machine learning.

OBJECTIVE: This exploratory study attempted to identify a peripheral blood-based, ferroptosis-relate...

May 2026 42140017
The conditional indirect effect of perceived robot threat on employees' proactive behavior: the moderating role of human-robot interaction.

In the era of artificial intelligence, an increasing number of robots are entering the workplace as ...

May 2026 42116114
Decoding Parkinson's progression: A multi-modal SuStaIn ensemble approach validated on real-world PPMI data.

BACKGROUND: Parkinson's disease (PD) exhibits substantial heterogeneity in clinical presentation and...

(1)
May 2026 42119857
Parkinson's disease severity is encoded by non-linear oscillatory interactions across cortical-subcortical networks.

Parkinson's Disease (PD) is characterized by motor symptoms linked to dysregulated neural activity w...

May 2026 42106554
A modular deep learning architecture for interpretable disease prediction across tabular clinical and biometric datasets.

Accurate disease prediction using clinical datasets is essential for improving early diagnosis and c...

May 2026 42102106
Validation of remote multimodal AI screening for Parkinson disease across diverse settings.

BACKGROUND: Timely detection of Parkinson's disease (PD) remains limited by reliance on in-person ne...

May 2026 42092025
Adaptive regression model for Parkinson's disease diagnosis from speech signals using Box-Cox-based clustering and extremely randomization.

Parkinson's Disease (PD) is a progressive neurodegenerative disorder that causes motor and cognitive...

May 2026 42069874
A Brainstem Radiomics Framework to Distinguish Progressive Supranuclear Palsy from Parkinson's Disease.

BACKGROUND: Differentiating progressive supranuclear palsy (PSP) from Parkinson's disease (PD) can b...

May 2026 42068059
GPND-AI NULISA: A 15-Protein AI classifier for diagnosis and co-pathology profiling across neurodegenerative diseases.

INTRODUCTION: Accurate clinical diagnosis of neurodegenerative diseases remains challenging, particu...

May 2026 42050390
Clinically Deployable Handwriting Biomarkers of Parkinson's Disease via Multiscale Attention and Bayesian-Genetic Optimization.

INTRODUCTION: Subtle PD motor abnormalities can be underappreciated in examination but are overtly p...

May 2026 42050861
Deep-learning Saturation Transfer Magnetic Resonance Fingerprinting (ST-MRF) in Patients with Parkinson's Disease.

Parkinson's disease (PD) is marked by progressive neurodegeneration in the substantia nigra (SN). Th...

Apr 2026 42069025
Machine learning based multi-omics analysis reveals key molecular determinants of Parkinson's disease severity.

While single-omics analyses of Parkinson's Disease (PD) have demonstrated their ability in revealing...

Apr 2026 42069091
Referenceless Proton Resonance Frequency Thermometry Using Deep Learning with Self-Attention.

Proton resonance frequency (PRF) MR thermometry provides temperature feedback for MR-guided focused ...

(1)
Apr 2026 42060435
Machine learning to diagnose, classify and predict phenoconversion in isolated REM sleep behavior disorder.

Rapid eye movement (REM) sleep behaviour disorder (RBD), particularly its idiopathic/isolated form (...

(2)
Apr 2026 42068794
A Structure-Based Platform for Predicting Chemical-Induced Parkinson's Disease.

Current methods for determining the neurotoxic potential of (agro)chemicals are not comprehensive en...

Apr 2026 42053241
Support vector machine-driven Parkinson's disease identification: a 7-Tesla multidimensional structural MRI approach.

Parkinson's disease (PD) is a progressive neurodegenerative disorder diagnosed clinically by cardina...

Apr 2026 42056087
Modified graph neural network-oriented optimization model for the classification of PD.

Methods for categorizing Parkinson's Disease (PD) aim to automatically distinguish among healthy ind...

Apr 2026 42056164
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