Fresenius Medical Care Holdings, Inc.

Caitlin Kelly Monaghan

Len Usvyat

Franklin W Maddux

Peter Kotanko

Thomas C Blanchard

Jeffrey Hymes

Ines A Dahne-Steuber

Sheetal Chaudhuri

Wendy Millette

John Larkin

Kathleen Belmonte

Systems and methods for generating anonymized acoustic fingerprints. For a predetermined time interval, raw audio data associated with an environment can be captured and processed. Based on the captured raw audio data, a plurality of discrete data elements can be generated.

Systems and methods for generating anonymized acoustic fingerprints

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.

System for assessing and mitigating potential spread of infectious disease among dialysis patients

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Arlington, MA, United States of America

Caitlin Kelly Monaghan