CPC A61B 5/361 (2021.01) [A61B 5/0006 (2013.01); A61B 5/11 (2013.01); A61B 5/257 (2021.01); A61B 5/28 (2021.01); A61B 5/352 (2021.01); A61B 5/363 (2021.01); A61B 5/4809 (2013.01); A61B 5/6801 (2013.01); A61B 5/7264 (2013.01); A61B 5/7267 (2013.01); G06F 21/6245 (2013.01); A61B 2560/0406 (2013.01); A61B 2562/0219 (2013.01); A61B 2562/166 (2013.01); A61B 2562/168 (2013.01)] | 29 Claims |
1. A system comprising a wearable monitor device for monitoring signal data of a patient, the wearable monitor device comprising:
a housing comprising a surface configured to be engaged to the patient;
a sensor positioned to detect continuous physiological signals of the patient while the surface is engaged to the patient;
a hardware processor configured to:
determine an activity level of the patient;
select a machine learning model based at least in part on the activity level of the patient;
access an encoder of the machine learning model, wherein the encoder of the machine learning model is trained together with a decoder of the machine learning model; and
process the detected continuous physiological signals through the encoder; and
a transmitter configured to transmit an output of the encoder or a signal derived from the output of the encoder to a computing system, wherein the computing system is configured to process the output of the encoder or the signal derived from the output of the encoder via the decoder.
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