Automatic sleep staging from pulse oximeter using RNN. - Ramiro Casal; Leandro E. Di Persia; Gastón Schlotthauer (EUSIPCO, 2021)

Classifying sleep-wake stages through recurrent neural networks using pulse oximetry signals. - Ramiro Casal; Leandro E. Di Persia; Gastón Schlotthauer (Biomed. Signal Process. Control., 2021)

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 (J. Comput. Sci., 2022)