Temporal convolutional networks and transformers for classifying the sleep stage in awake or asleep using pulse oximetry signals.
Ramiro CasalLeandro E. Di PersiaGastón SchlotthauerPublished in: CoRR (2021)
Keyphrases
- sleep stage
- sleep apnea
- spatio temporal
- temporal data
- network structure
- network analysis
- temporal information
- computer networks
- spatial and temporal
- automatic classification
- complex networks
- deep learning
- autocorrelation function
- modulation scheme
- temporal reasoning
- temporal patterns
- temporal evolution
- temporal consistency
- semi supervised
- social networks