# Consumer Smartwatches As a Portable PSG: LSTM Based Neural Networks for a Sleep-Related Physiological Parameters Estimation

> Research article (2021 43rd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC), 2021) · cited 19× · AI/ML

**Wikidata**: [openalex:W4200394775](https://www.wikidata.org/wiki/openalex:W4200394775)  
**Source**: https://4ort.xyz/entity/consumer-smartwatches-as-a-portable-psg-lstm-based-neural-networks-for-a-sleep-related-physiological-parameters-estimati
