Predictive Maintenance for Dialysis Machines, from Proof of Concept to Global Rollout with B. Braun
Thursday, November 16, 2023
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.