# A deep learning algorithm based on 1D CNN-LSTM for automatic sleep staging

> Research article (Technology and Health Care, 2021) · cited 24× · AI/ML

**Wikidata**: [openalex:W3174201189](https://www.wikidata.org/wiki/openalex:W3174201189)  
**Source**: https://4ort.xyz/entity/a-deep-learning-algorithm-based-on-1d-cnn-lstm-for-automatic-sleep-staging