SELF-OPTIMISING RESPIRATORY THERAPY SYSTEM

The present invention discloses a method of monitoring use of a respiratory pressure therapy device for treating a respiratory disorder of a patient, the method comprising receiving data representing a compliance prediction about the progress of the respiratory therapy, wherein the data representing the compliance prediction comprises a score indicating a probability that the patient will be compliant with a predetermined compliance rule, wherein the score is generated by applying a compliance model, determining whether an action is needed, comprising determining whether the score has been less than or equal to a first threshold, and less than or equal to a score computed at a previous session, for a number of sessions equal to a first count threshold, determining whether the score is not greater than the score computed at the previous session, selecting an action with the processor to improve the respiratory therapy based on the data representing the compliance prediction; and taking or prompting the selected action with the processor to improve the respiratory therapy, wherein taking or prompting the selected action comprises sending a control command to the respiratory pressure therapy device to change one or more settings, sending a message to a patient computing device to prompt the patient to adjust one or more settings of the respiratory pressure therapy device, and/or sending a message to a health care provider to prompt a technician or health care professional to be dispatched to the patient to adjust one or more settings of the respiratory pressure therapy device.