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Electrocardiogram device and methods

  • US 10,441,184 B2
  • Filed: 03/15/2017
  • Issued: 10/15/2019
  • Est. Priority Date: 03/16/2016
  • Status: Active Grant
First Claim
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1. A system for providing a health diagnosis, to a medical practitioner, from electrocardiogram data acquired from a patient over a time period, said electrocardiogram data including a plurality of heartbeats, and, each heartbeat including PQRST wave data, and, said system comprising:

  • a) a sensor for measuring the electrocardiogram data over the time period, and, storing the electrocardiogram data, and, transferring the electrocardiogram data to a computing device,b) the computing device further programmed to;

    i) perform a mathematical transform on the electrocardiogram data, where the mathematical transform is at least one selected, by the medical practitioner, from;

    (1) a wavelet transform,(2) creating a template of QRS data from the electrocardiogram data and subtracting the template of QRS data from each of the plurality of heartbeats,(3) a Fourier transform, andwhere the mathematical transform is selected on the basis of a health diagnosis to be tested, thereby producing transformed physiological data, andii) encode the transformed physiological data using a multiple layer neural network, thereby producing an encoded output,iii) classify the encoded output using a classifier that has been previously trained using a library of time varying physiological data with confirmed diagnoses, thereby producing a classified output,c) wherein the classified output is the health diagnosis for the patient.

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