Article

Prediction of impulse control disorders in Parkinson’s disease: a longitudinal machine learning study

2025-06-05

Abstract excerpt

<h4>ABSTRACT</h4> <h4>Background</h4> Impulse control disorders (ICD) in Parkinson’s disease (PD) patients mainly occur as adverse effects of dopamine replacement therapy. Despite several known risk factors associated with ICD development, this cannot yet be accurately predicted at PD diagnosis. <h4>Objectives</h4> We aimed to investigate the predictability of incident ICD by baseline measures of demographic, clin...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 49b450aa-8322-5c50-8f82-ea23e750784c
DOI: 10.1101/2025.06.04.25328442

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Prediction of impulse control disorders in Parkinson’s disease: a longitudinal machine learning studyDOI 10.1101/2025.06.04.25328442Read

Clinical-genetic model predicts incident impulse control disorders in Parkinson's disease.Semantic proximity Read

Genetic prediction of impulse control disorders in Parkinson's diseaseSemantic proximity Read

Dopaminergic and Opioid Pathways Associated with Impulse Control Disorders in Parkinson’s DiseaseSemantic proximity Read

Dopamine genetic risk scores and psychiatric symptoms: Interacting risk factors for impulse control behaviours in de novo Parkinson's disease.Semantic proximity Read

Integrating genetic and clinical data to predict impulse control disorders in Parkinson's disease.Semantic proximity Read

Clinical and Clinical-Pharmacogenetic Models for Prediction of the Most Common Psychiatric Complications Due to Dopaminergic Treatment in Parkinson's Disease.Semantic proximity Read

Impulse control disorder: Review on clinical, pharmacologic, and genetic risk factors.Semantic proximity Read

Parkinson’s disease determinants, prediction and gene-environment interactions in the UK BiobankSemantic proximity Read

Current Data on the Genetic Background of Impulse Control Disorders in Parkinson’s DiseaseSemantic proximity Read

Predictive Modeling to Uncover Parkinson’s Disease Characteristics That Delay DiagnosisSemantic proximity Read

Parkinson's disease determinants, prediction and gene-environment interactions in the UK Biobank.Semantic proximity Read

Accelerometry-Derived REM Sleep Behavior Disorder Predicts Future Parkinson’s Disease in the UK BiobankSemantic proximity Read