Patents by Inventor Adam A. Butchy

Adam A. Butchy has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • MEDICAL DIAGNOSTIC TOOL WITH NEURAL MODEL TRAINED THROUGH MACHINE LEARNING FOR PREDICTING CORONARY DISEASE FROM ECG SIGNALS
    Publication number: 20230170094
    Abstract: A diagnostic tool includes a sensor for capturing at least one biosignal produced by a patient's heart and a computer device that implements a neural network iteratively trained via machine learning to generate a prediction about a heart condition of the patient. After the neural network is trained, the computer device can convert the at least one biosignal to a multi-dimensional input matrix for the deep neural network generated from a number (N) of biosignals captured by the sensor. The computer device then processes the multi-dimensional input matrix through the deep neural network, which subsequently outputs the prediction about the heart condition of the patient.
    Type: Application
    Filed: January 27, 2023
    Publication date: June 1, 2023
    Applicant: 128 North Craig Street
    Inventors: Utkars JAIN, Adam A. BUTCHY, Michael T. LEASURE
  • Medical diagnostic tool with neural model trained through machine learning for predicting coronary disease from ECG signals
    Patent number: 11568991
    Abstract: A diagnostic tool includes a sensor for capturing at least one biosignal produced by a patient's heart and a computer device that implements a neural network iteratively trained via machine learning to generate a prediction about a heart condition of the patient. After the neural network is trained, the computer device can convert the at least one biosignal to a multi-dimensional input matrix for the deep neural network generated from a number (N) of biosignals captured by the sensor. The computer device then processes the multi-dimensional input matrix through the deep neural network, which subsequently outputs the prediction about the heart condition of the patient.
    Type: Grant
    Filed: July 22, 2021
    Date of Patent: January 31, 2023
    Assignee: HEART INPUT OUTPUT, INC.
    Inventors: Utkars Jain, Adam A. Butchy, Michael T. Leasure