Bosch IoT Lab

Open Opportunities

Probabilistic Forecasting of Blood Glucose in Diabetes Mellitus ETH Zurich Bosch IoT Lab We aim to develop a (probabilistic) forecast model for glucose levels in individuals with diabetes mellitus based on historical continuous glucose monitoring (CGM) data and machine learning (ML= under real-world conditions. Ultimately, these forecasts may improve diabetes management systems such as the artificial pancreas. Artificial Intelligence and Signal and Image Processing, Information Systems, Medicine-general, Other Mathematical Sciences, Statistics Bachelor Thesis, Master Thesis, Semester Project

Bachelor/Master Thesis: Development of a ML algorithm for the detection of sleep quality based on wearable data ETH Zurich Bosch IoT Lab Sleep is vital for humans, but hardly anyone knows why they slept well. Meanwhile, wearables like smartwatches or smart rings allow us to passively capture various details about our day and night. In this work, you will use state-of-the-art machine learning approaches to quantify sleep quality. Information, Computing and Communication Sciences, Medical and Health Sciences Bachelor Thesis, Master Thesis, Semester Project