# Identifying Behavioral Phenotypes of Loneliness and Social Isolation with Passive Sensing: Statistical Analysis, Data Mining and Machine Learning of Smartphone and Fitbit Data

> Research article (JMIR mhealth and uhealth, 2019) · cited 173× · AI/ML

**Wikidata**: [openalex:W2953053278](https://www.wikidata.org/wiki/openalex:W2953053278)  
**Source**: https://4ort.xyz/entity/identifying-behavioral-phenotypes-of-loneliness-and-social-isolation-with-passive-sensing-statistical-analysis-data-mini