Intelligent Embedded Systems Lab
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About
The Intelligent Embedded Systems Lab (IES Lab Freiburg) pursues top-level research on basic and applied topics of wearable computing, digital health, machine learning, mobile health, biomedical engineering, and extended realities. We integrate data to develop machine learning algorithms based on laboratory, wearable, and ambient data sources, e.g. for patient data interpretation and health knowledge extraction. Our algorithm bandwidth stretches from time series analysis to dynamic, adaptive pattern modelling, combining data models with expert models, as well as model personalisation. In addition, we develop embedded ML algorithms for very-low resource sensor devices. Furthermore we investigate novel modelling and simulation methods for in-silico evaluation of wearable and implantable sensor and actuator systems. For validation studies, we prototype wearable and implantable systems using innovative functional materials and additive manufacturing methods as well as DiGA prototypes for mobile platforms.
Student offers
Students interested in working with us (e.g. Bachelor thesis, Master thesis, internship, other project): Please have a look at our project offerings here.
Contact
Prof. Dr. Oliver Amft
Intelligente Eingebettete Systeme
Institut für Informatik
Universität Freiburg
Georges-Köhler-Allee 302
79110 Freiburg
Germany
Secretariat office
Mrs. Theresa Steffen
e-mail: steffent@informatik.uni-freiburg.de
phone: +49 761 887 865 733
