Patent ID: 11925469
Assignee: IRHYTHM TECHNOLOGIES, INC.
Field: Medical technology (Instruments)
Classification: CPC A  G | IPC A  G

Claim 15:
16. 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 of a plurality of machine learning models based at least in part on the activity level of the patient, wherein the selected machine learning model comprises an encoder and a decoder that are trained together on an external device; and
process the detected continuous physiological signals through a portion of the machine learning model stored on the wearable monitor device, wherein the portion includes 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 derived signal via the decoder.