# Identifying key multi-modal predictors of incipient dementia in Parkinson’s disease: a machine learning analysis and Tree SHAP interpretation

> Research article (Frontiers in Aging Neuroscience, 2023) · cited 23× · AI/ML

**Wikidata**: [openalex:W4382790802](https://www.wikidata.org/wiki/openalex:W4382790802)  
**Source**: https://4ort.xyz/entity/identifying-key-multi-modal-predictors-of-incipient-dementia-in-parkinsons-disease-a-machine-learning-analysis-and-tree-
