Predictive Maintenance for Dialysis Machines, from Proof of Concept to Global Rollout with B. Braun

Date:

Thursday, November 16, 2023

Time:

11:35 am

Room:

Bernstein

Summary:

Dialysis machines and other MedTech equipment need to operate continuously to guarantee that patients receive proper treatment. Franziskos and his team developed a predictive maintenance solution for the dialysis machines of B. Braun. Franziskos will discuss how they went from proof of concept to global rollout in a big data cloud environment, what the challenges were from a feature engineering and modelling perspective and how they utilized a broad arsenal of techniques from supervised and unsupervised machine learning.

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