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
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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.
Claims30
A monitor to infer a likelihood of a characteristic of a user, the monitor comprising:
- a sensor positioned to detect continuous physiological signals of a user while the monitor is engaged to the user;
- and
- a hardware processor configured to process the detected physiological signals through an encoder to generate data output, wherein the encoder comprises a first subset of layers of a neural network;
- wherein an external computing system is configured to infer a likelihood of an occurrence of arrhythmia by processing the data output through a decoder, wherein the decoder comprises a second subset of layers of the neural network.
A monitor to infer a likelihood of a characteristic of a user, the monitor comprising:
- a sensor positioned to detect continuous physiological signals of a user while the monitor is engaged to the user;
- and
- a hardware processor configured to process the detected physiological signals through a first subset of layers of a neural network to generate data output;
- wherein an external computing system is configured to infer a likelihood of an occurrence of arrhythmia by processing the data output through a second subset of layers of the neural network.
A monitor to infer a likelihood of a characteristic of a user, the monitor comprising:
- a sensor positioned to detect physiological signals of a user while the monitor is engaged to the user;
- and
- a hardware processor configured to process the detected physiological signals through a first subset of layers of a neural network to generate data output;
- wherein an external computing system is configured to infer a likelihood of an occurrence of arrhythmia by processing the data output through a second subset of layers of the neural network.
Dependencies are inferred from the claim text.