CPC A61B 5/4842 (2013.01) [A61B 5/08 (2013.01); A61B 5/0816 (2013.01); A61B 5/087 (2013.01); A61B 5/113 (2013.01); A61B 5/4818 (2013.01); A61B 5/486 (2013.01); A61B 5/7275 (2013.01); A61B 5/7282 (2013.01); A61B 5/746 (2013.01); A61M 16/0069 (2014.02); A61M 2230/63 (2013.01)] | 18 Claims |
1. A method of monitoring chronic respiratory disease state of a patient in a system comprising a plurality of monitoring devices and a remote server configured for multi-patient monitoring, the plurality of monitoring devices and the remote server being configured for communications over a network, the method comprising:
extracting, in a processor of the system, for each of a plurality of monitoring sessions, a respiratory feature from a respiratory signal indicative of the patient's respiration during the monitoring session and generated with a monitoring device of the plurality of monitoring devices, the respiratory signal derived from at least one sensor;
computing, in a processor of the system, a stability measure of the patient for a monitoring session, the stability measure representing an indication of a change point having occurred at the monitoring session in a statistical distribution of the respiratory feature; and
generating, by a processor of the system, an output comprising an alert or presentation based on the stability measure, wherein the generating comprises transmitting, via communications over the network, a message for the output, and displaying, on a display device, the alert or presentation in response to the transmitting,
wherein the chronic respiratory disease state of the patient comprises Chronic Obstructive Pulmonary Disease or a cardio-pulmonary disorder,
wherein the computing forms and analyses a time series of successive values of the extracted respiratory feature indexed by monitoring session identifiers, wherein each monitoring session of the plurality of monitoring sessions is a duration, and wherein the indication is a sum of values of a posterior distribution of run length for the monitoring session given values of the respiratory feature up to and including the monitoring session.
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