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: A method for sharing changes to an electronic document is described. A share request is received, at a first computing device, that indicates a change to a shared element of the electronic document that is directly changed by a user. A first update set of elements that should be updated based on the change is determined by the first computing device, the first update set including the shared element and one or more elements not directly changed by the user. For each element of the first update set, the first computing device selects between a second update set and a third update set based on a respective dependency relationship with the shared element. Elements of the first update set are associated with the corresponding selected update set. A synchronous update for the second update set and an asynchronous update for the third update set are performed.

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.