Abstract
Obstructive Sleep Apnea is one of the most common sleep disorders, consisting of the cessation or reduction of airflow during sleep. The most common and accurate test to diagnose sleep disorders is polysomnography which, despite its effectiveness, is a complex and relatively expensive test. Recently, the use of Heart Rate Variability and Machine Learning (ML) to classify the severity of S…