# Early diagnosis of Parkinson’s disease based on non-motor symptoms: a descriptive and factor analysis

> Research article (Journal of Ambient Intelligence and Humanized Computing, 2021) · cited 20× · AI/ML

**Wikidata**: [openalex:W3133494437](https://www.wikidata.org/wiki/openalex:W3133494437)  
**Source**: https://4ort.xyz/entity/early-diagnosis-of-parkinsons-disease-based-on-non-motor-symptoms-a-descriptive-and-factor-analysis