# Digital biomarkers of anxiety disorder symptom changes: Personalized deep learning models using smartphone sensors accurately predict anxiety symptoms from ecological momentary assessments

> Research article (Behaviour Research and Therapy, 2021) · cited 85× · AI/ML

**Wikidata**: [openalex:W4200150286](https://www.wikidata.org/wiki/openalex:W4200150286)  
**Source**: https://4ort.xyz/entity/digital-biomarkers-of-anxiety-disorder-symptom-changes-personalized-deep-learning-models-using-smartphone-sensors-accura