# A novel one-stage framework for visual pulse rate estimation using deep neural networks

> Research article (Biomedical Signal Processing and Control, 2021) · cited 43× · AI/ML

**Wikidata**: [openalex:W3118419305](https://www.wikidata.org/wiki/openalex:W3118419305)  
**Source**: https://4ort.xyz/entity/a-novel-one-stage-framework-for-visual-pulse-rate-estimation-using-deep-neural-networks