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System, medical item including RFID chip, data collection engine, server and method for capturing medical data

  • US 10,028,707 B1
  • Filed: 03/20/2018
  • Issued: 07/24/2018
  • Est. Priority Date: 02/06/2015
  • Status: Active Grant
First Claim
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1. A system comprising:

  • a sensor device including a plurality of sensors configured to sense a plurality of values associated with a patient, and a radio-frequency identification (RFID) chip, wherein the RFID chip includes;

    a controller configured according to instructions in memory to generate a message including an identification information associated with the RFID chip and the plurality of sensed values; and

    an antenna portion configured to transmit the message;

    a data collection engine (DCE) communicating with the RFID chip, wherein the DCE comprises;

    a power transmission subsystem including a power source and an antenna arranged to wirelessly transmit power from the power source to the RFID chip;

    a transceiver configured to receive the message from the RFID chip;

    a controller operatively coupled to the transceiver; and

    one or more memory sources operatively coupled to the controller, the one or more memory sources including instructions for configuring the controller to generate one or more messages indicative of the identification information and the plurality of sensed values to be sent by the transceiver to a server device via a network connection,wherein the RFID chip includes an antenna for wirelessly receiving the power from the transceiver of the DCE;

    wherein the server device comprises;

    a transceiver configured to receive the one or more messages from the DCE;

    a controller operatively coupled to the transceiver; and

    one or more memory sources operatively coupled to the controller, the one or more memory sources storing;

    a first database including a plurality of risk states and patient attributes,a trained neural network model (NNM) for generating an output value based upon the plurality of sensed values; and

    instructions for configuring the controller to determine whether the output value corresponds with one or more of the patient attributes associated with one or more of the risk states in the first database.

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