# Automatic sleep staging by a hybrid model based on deep 1D-ResNet-SE and LSTM with single-channel raw EEG signals

> Research article (PeerJ Computer Science, 2023) · cited 24× · AI/ML

**Wikidata**: [openalex:W4387052121](https://www.wikidata.org/wiki/openalex:W4387052121)  
**Source**: https://4ort.xyz/entity/automatic-sleep-staging-by-a-hybrid-model-based-on-deep-1d-resnet-se-and-lstm-with-single-channel-raw-eeg-signals