An LSTM Network for Apnea and Hypopnea Episodes Detection in Respiratory Signals.

One of the most common sleep disorders is sleep apnea. It manifests itself by episodes of shallow breathing or pauses in breathing during the night. Diagnosis of this disease involves polysomnography examination, which is expensive.