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US 11,998,342 B2Granted
Methods and systems for processing data via an executable file on a monitor to reduce the dimensionality of the data and encrypting the data being transmitted over the wireless network
AssigneeiRhythm Technologies, Inc.
InventorsSteven Szabados, Yuriko Tamura, Xixi Wang, George Mathew
Life of this patent
Estimating the term…
Abstract
Some embodiments include processing data via an executable file on a monitor to reduce the dimensionality of the data being transmitted over the wireless network. The output of the executable file also encrypts the data before being transmitted wireless to a remote server. The remote server receives the transmitted data and makes likelihood inferences based on the recorded data.
Claims20
A monitor comprising:
- a first sensor positioned to detect a first set of continuous physiological signals of a user while the monitor is engaged to the user;
- a hardware processor configured to process the first set of continuous physiological signals to extract one or more features of the user;
- and
- a second sensor positioned to detect a second set of continuous physiological signals of the user in response to the one or more features meeting a threshold value;
- wherein the hardware processor is configured to process the second set of continuous physiological signals through an encoder to generate data output;
- and
- wherein an external computing system is configured to determine or infer a physiological event of the user by processing the data output or a signal derived from the data output through a decoder or a machine learning model.
4 more elements
A monitor comprising:
- a sensor configured to detect a first set of signals of a patient when engaged with a body of the patient;
- a signal processor configured to process the first set of signals to extract one or more derived signals;
- and
- a second sensor positioned to detect a second set of signals of the patient based on the one or more derived signals;
- wherein the signal processor is further configured to process the second set of signals through a portion of a first machine learning network to generate a first output, wherein the signal processor is local to the monitor;
- and
- wherein a computing system is configured to process the first output or a signal derived from the first output through a portion of a second machine learning network, wherein the computing system is external to the monitor.
4 more elements
A monitor comprising:
- a sensor positioned to detect a first set of physiological signals of a user while the monitor is engaged to the user;
- a hardware processor configured to process the first set of physiological signals to extract one or more features of the user;
- and
- a second sensor positioned to detect a second set of physiological signals of the user in response to the one or more features meeting a condition;
- wherein an external computing system is configured to determine or infer a physiological characteristic of the user by processing the second set of physiological signals or a signal derived from the second set of physiological signals through a subset of layers of a neural network.
2 more elements
Dependencies are inferred from the claim text.