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2019-997 Use of Machine Learning to Predict Non-Diagnostic Home Sleep Apnea Tests

SUMMARY:Researchers led by Robert Stretch from the Division of Pulmonary, Critical Care & Sleep Medicine at UCLA have developed an algorithm that can predict whether a patient will have a non-diagnostic home sleep apnea test based upon data from the electronic health record and a brief questionnaire.BACKGROUND:Obstructive sleep apnea (OSA) affects...

Published: 7/19/2023 | Inventor(s): Robert Stretch, Michelle Zeidler, Constance Fung, Armand Ryden

Keywords(s): Advanced Computing / AI, Artifical Intelligence (Machine Learning, Data Mining), Bioinformatics, Personal Care / Home Care , Simulation & Modeling, Software, Software & Algorithms

Category(s): Medical Devices > Monitoring And Recording Systems, Platforms > Diagnostic Platform Technologies, Software & Algorithms > Data Analytics