John A Larkin

US Patent:

20210319905, Oct 14, 2021

Filed:

Apr 8, 2021

Appl. No.:

17/226021

Inventors:

- Waltham 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

International Classification:

G16H 50/30
G16H 50/20
G16H 50/80
G16H 20/40

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.