# Heterogeneous digital biomarker integration out-performs patient self-reports in predicting Parkinson’s disease

> Research article (Communications Biology, 2022) · cited 34× · AI/ML

**Wikidata**: [openalex:W4205387009](https://www.wikidata.org/wiki/openalex:W4205387009)  
**Source**: https://4ort.xyz/entity/heterogeneous-digital-biomarker-integration-out-performs-patient-self-reports-in-predicting-parkinsons-disease