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

Claim 11:
12. A method comprising:
determining an activity level of a patient;
selecting, by a hardware processor of a wearable monitor device that detects continuous physiological signals of the patient, a neural network of a plurality of neural networks, wherein the neural network is selected based at least in part on the activity level of the patient, and wherein the selected neural network comprises a first subset and a second subset of layers;
processing the detected continuous physiological signals through an encoder without processing an output of the encoder through a decoder, wherein the encoder comprises the first subset of layers, wherein the encoder is trained on an external computing device with a decoder, wherein the decoder comprises the second subset of layers; and
transmitting the output of the encoder or a signal derived from the output of the encoder to a computing system.