Neurology

Parkinson's Disease

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

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Showing 64-84 of 5,611 articles
Smartwatch-Based Screening to Identify Candidates for Deep Brain Stimulation in Parkinson's Disease.

INTRODUCTION: Identifying deep brain stimulation (DBS) candidates, particularly those without access...

(1)
Aug 2026 42615036
Adapt or Become Irrelevant: the Pathologist as the new Diagnostic Architect.

AIMS: Pathology is undergoing a paradigm shift as diagnostics become increasingly multimodal and com...

(1)
Aug 2026 42608170
Divergent Regional Brain Ageing in Essential Tremor.

BACKGROUND: Essential tremor (ET) is the most common movement disorder in the elderly. Despite a clo...

(1)
Aug 2026 42603652
Anatomical Localization of Intracranial Electrodes Using Synthetic MRI Generated from Computed Tomography.

BACKGROUND AND OBJECTIVES: MRI and computed tomography (CT) are commonly combined to localize intrac...

(1)
Aug 2026 42599080
A task-aligned multimodal machine learning framework for studying working memory dysfunction in Parkinson's disease.

UNLABELLED: Cognitive impairment is one of the most functionally debilitating non-motor symptoms in ...

(1)
Aug 2026 42597691
Imaging Biomarkers in Parkinson's Disease and Movement Disorders: Emerging Insights from Multimodal Neuroimaging.

This editorial introduces a special issue detailing the rapid evolution of multimodal neuroimaging b...

(1)
Aug 2026 42595236
Erjingwan Alleviates Parkinson's Disease via Activation of PPARA-Mediated Autophagy.

Parkinson's disease (PD) is characterized by progressive dopaminergic neuronal degeneration and neur...

(1)
Aug 2026 42584531
Data-driven rapid assessment of bridge responses under mixed traffic with restricted overloaded vehicles using machine learning.

For infrastructure and regional economic development, restricted overload vehicles (ROVs) are an ind...

(1)
Aug 2026 42579684
Insulin like growth factor and cytokine signalling predict future cognitive impairment in Parkinson's disease.

Cognitive impairment is a common non-motor sym.ptom of neurodegenerative Parkinson's disease (PD). H...

(1)
Aug 2026 42571858
Rational Molecular Design to Improve Digital Polymer Readout in Aerolysin-Based Nanopore Sequencing.

Nanopore sequencing is a promising method for decoding synthetic digital polymers, but translocation...

(1)
Aug 2026 42565636
Clinical Validity of Wrist- and Trunk-Worn Sensor-Derived Data Models in Parkinson's Disease.

BACKGROUND: Clinical rating scales for Parkinson's disease (PD) have limitations in the accurate ass...

(1)
Aug 2026 42569196
Patterns of iron deposition and classification in parkinsonian syndromes: a quantitative susceptibility mapping study.

Differential diagnosis of parkinsonian syndromes remains challenging because of overlapping clinical...

(1)
Aug 2026 42554870
Uncertainty-aware personalized estimation of Parkinson's disease severity from longitudinal speech.

Parkinson's disease (PD) is a progressive neurological disorder characterized by motor impairments w...

(1)
Aug 2026 42555629
Toward the prevention of clinically manifest Parkinson's disease.

Parkinson's disease (PD) is the fastest growing neurological disorder worldwide and is projected to ...

(1)
Aug 2026 42550255
Nonlinear neurodynamics of N2 sleep EEG predict outcomes of anterior nucleus of the thalamus deep brain stimulation in epilepsy: A pilot study.

OBJECTIVE: Anterior nucleus of the thalamus deep brain stimulation (ANT-DBS) is an effective therape...

(1)
Aug 2026 42551463
Cortico-basal oscillations index naturalistic movements during deep brain stimulation.

The basal ganglia and sensorimotor cortex are essential nodes of a network that supports motor contr...

(1)
Aug 2026 41399243
EEG-fMRI fusion-based source localization for the identification and mechanistic elucidation of paroxysmal kinesigenic dyskinesia.

UNLABELLED: Paroxysmal kinesigenic dyskinesia is a rare neurological disorder characterized by brief...

(1)
Aug 2026 42542675
Leveraging machine learning with real-world data for hypothesis generation by identifying exposomic predictors in Parkinson's disease among farmers.

BackgroundMachine learning offers new avenues for complementing traditional epidemiological approach...

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Aug 2026 42541441
A computational framework for fitting biophysical basal-ganglia network models, applied to Parkinsonian beta oscillations.

Objective.Fitting biophysically detailed spiking-network models to data is constrained by computatio...

(2)
Jul 2026 42398532
Integrative Analysis Reveals Interactions Between Gut Microbiota-Derived Metabolites and the Brain in Parkinson's Disease.

Parkinson's disease (PD) is a neurodegenerative disorder increasingly associated with gut microbiota...

(2)
Jul 2026 42530713
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