# Digital Twins for Personalized Medicine Require Epidemiological Data and Mathematical Modeling: Viewpoint

> Research article (Journal of Medical Internet Research, 2025) · cited 30× · AI/ML

**Wikidata**: [openalex:W4412991033](https://www.wikidata.org/wiki/openalex:W4412991033)  
**Source**: https://4ort.xyz/entity/digital-twins-for-personalized-medicine-require-epidemiological-data-and-mathematical-modeling-viewpoint