Abstract: A system and method for providing compliance predictions for using a respiratory pressure therapy device in a treatment regimen is disclosed. The system includes a respiratory pressure therapy device having a transmitter and an air control device to provide respiratory therapy to a patient. The respiratory pressure therapy device collects operational data and transmits the collected operational data. Demographic data of the patient is collected. A predicted compliance with the treatment regimen is determined based on inputting operational data and demographic data to a machine learning compliance prediction model having a compliance prediction output. The machine learning model is trained from the operational data and demographic data of a population of patients using respiratory pressure therapy devices.

Abstract: Methods, systems, and computer-readable media are provided for managing newborn screening results. A screening manager may be provided to receive, store, communicate, and evaluate newborn screening results. The screening manager may evaluate the newborn screening results in view of several factors including a genetic screening standard of care, a family history of a patient associated with the newborn screening result, etc. Based on the comparison, a recommendation may be provided to a clinician. The recommendation may include a diagnosis, a treatment plan, follow-up instructions, etc. The screening manager may also update the patient's electronic health record with both the newborn screening result and the recommendation.