# An End-to-End and Accurate PPG-based Respiratory Rate Estimation Approach Using Cycle Generative Adversarial Networks

> Research article (2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021) · cited 24× · AI/ML

**Wikidata**: [openalex:W3158219704](https://www.wikidata.org/wiki/openalex:W3158219704)  
**Source**: https://4ort.xyz/entity/an-end-to-end-and-accurate-ppg-based-respiratory-rate-estimation-approach-using-cycle-generative-adversarial-networks