The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Nov. 11, 2025
Filed:
Apr. 23, 2024
The Feinstein Institutes for Medical Research, Inc., Manhasset, NY (US);
Timothy Martens, Manhasset, NY (US);
THE FEINSTEIN INSTITUTES FOR MEDICAL RESEARCH, INC., Manhasset, NY (US);
Abstract
A method and a system include at least one processor of a plurality of computing devices that execute a plurality of heart disease triage (HDT) microservices operating on a scalable data container orchestration platform. The platform is configured to continuously receive a plurality of patient-specific data files that include medical data and provider visit data for each patient. Patient-specific diagnostic text of the medical history, the provider visit, and echocardiogram data in the patient-specific data files of patients identified as having echocardiogram data are tokenized using a feature-space transformation to generate a patient-specific tokenized diagnostic feature set. The patient-specific tokenized diagnostic feature set for each identified patient is inputted to an HD severity determination machine learning model to generate a heart disease (HD) severity score. A triage scoring algorithm based on the HD severity score and provider visit data are used to generate a triage score for each identified patient.