Temporal convolutional networks and transformers for classifying the sleep stage in awake or asleep using pulse oximetry signals

Ramiro Casal, Leandro E. Di Persia, Gastón Schlotthauer

Sleep disorders are very widespread in the world population and suffer from a generalized underdiagnosis, given the complexity of their diagnostic methods. Therefore, there is an i…