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

date:

Tuesday, November 14, 2023

Time:

8:02 am

Summary:

Dialysis machines and other MedTech equipment need to operate continuously to guarantee that patients receive proper treatment. We developed a predictive maintenance solution for the dialysis machines of B. Braun. I will discuss how we 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 we utilized a broad arsenal of techniques from supervised and unsupervised machine learning.

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