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:
Feb. 25, 2025
Filed:
Apr. 08, 2021
Fresenius Medical Care Holdings, Inc., Waltham, MA (US);
Caitlin Kelly Monaghan, Arlington, MA (US);
Peter Kotanko, New York, NY (US);
John Larkin, Hudson, MA (US);
Jeffrey Hymes, Nashville, TN (US);
Kathleen Belmonte, Concord, MA (US);
Len Usvyat, Boston, MA (US);
Ines A. Dahne-Steuber, Marietta, GA (US);
Franklin W. Maddux, Lincoln, MA (US);
Fresenius Medical Care Holdings, Inc., Waltham, MA (US);
Abstract
A method for mitigating the spread of infectious diseases among dialysis patients is provided. The method comprises: receiving, by a prediction system and from a medical facility, individual treatment data indicating dialysis treatment information associated with a patient undergoing dialysis treatment; receiving, by the prediction system and from a blood testing laboratory, individual lab data indicating blood analysis information associated with the patient; determining, by the prediction system, disease analysis results for the patient based on inputting the individual treatment data and the individual lab data into a disease prediction machine learning (ML) model, wherein the disease analysis results indicate a likelihood of the patient being infected with a contagious disease; and providing, by the prediction system and to the medical facility, instructions indicating one or more responsive actions based on the disease analysis results.