CPC A61B 5/14552 (2013.01) [A61B 5/05 (2013.01); A61B 5/7264 (2013.01)] | 14 Claims |
1. An enhanced SPO2 measuring device, comprising:
an optical SPO2 measurement subsystem;
a radio frequency SPO2 measurement subsystem; and
the SPO2 measuring device further comprising a processor configured to execute instructions such that the SPO2 measuring device is in communication with the optical SPO2 measurement subsystem and with the radio frequency SPO2 measurement subsystem, wherein the SPO2 measuring device is configured to perform at least one of the following:
create fused SPO2 data by fusing SPO2 data obtained from the optical SPO2 measurement subsystem and SPO2 data obtained from the radio frequency SPO2 measurement subsystem when the SPO2 data from the optical SPO2 measurement subsystem is within a range of the SPO2 data obtained from the radio frequency SPO2 measurement subsystem;
create a final SPO2 measurement using a machine learning model that weights the SPO2 data obtained from the optical SPO2 measurement subsystem and the SPO2 data obtained from the radio frequency SPO2 measurement subsystem based on a user of the enhanced SPO2 measuring device to enhance the final SPO2 measurement;
determine whether the SPO2 data obtained from the radio frequency SPO2 measurement subsystem is within the range of the SPO2 data obtained from the optical SPO2 measurement subsystem, wherein when the SPO2 data obtained from the radio frequency SPO2 measurement subsystem is within the range, create fused SPO2 data by fusing the SPO2 data obtained from the optical SPO2 measurement subsystem and the SPO2 data obtained from the radio frequency SPO2 measurement subsystem or create the final SPO2 measurement using the machine learning model.
|