# Deep PPG: Large-Scale Heart Rate Estimation with Convolutional Neural Networks

> Research article (Sensors, 2019) · cited 347× · AI/ML

**Wikidata**: [openalex:W2962182608](https://www.wikidata.org/wiki/openalex:W2962182608)  
**Source**: https://4ort.xyz/entity/deep-ppg-large-scale-heart-rate-estimation-with-convolutional-neural-networks