Speakers:
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.
Speakers:
Machine Learning Methods in Quality & Reliability Monitoring for Medical Devices at Biotronik
Date:
Thursday, November 16, 2023
Time:
12:05 pm
Summary:
In this talk Peter demonstrates how AI methods are used at Biotronik to a) systematically analyse component and process data b) continuously generate input for component and process improvement c) reduce manual analysis efforts and d) monitor device state of health for implantable medical devices.