# MSDN: A Multistage Deep Network for Heart-Rate Estimation From Facial Videos

> Research article (IEEE Transactions on Instrumentation and Measurement, 2023) · cited 12× · AI/ML

**Wikidata**: [openalex:W4388145576](https://www.wikidata.org/wiki/openalex:W4388145576)  
**Source**: https://4ort.xyz/entity/msdn-a-multistage-deep-network-for-heart-rate-estimation-from-facial-videos