Open Thesis Topics
We offer Bachelor’s and Master’s thesis opportunities in explainable AI, time series analysis, and medical data science.
Explainable AI for Medical Time Series
Develop interpretable machine learning models for ECG and ICU data.
Explainable AI for Medical Time Series
Develop interpretable machine learning models for ECG and ICU data.
In this thesis, you will work on explainability methods for deep learning models applied to medical time series data such as ECG or ICU monitoring.
Level: Bachelor / Master
Prerequisites: Machine Learning, Python
Contact:
Prof. Dr. Jennifer Hannig
jennifer.hannig@university.de
Uncertainty Quantification in Time Series Forecasting
Investigate uncertainty-aware forecasting models for real-world data.
Uncertainty Quantification in Time Series Forecasting
Investigate uncertainty-aware forecasting models for real-world data.
This thesis focuses on probabilistic forecasting and uncertainty estimation for time series models used in healthcare and industry.
Level: Master
Prerequisites: Statistics, Time Series Analysis
Contact:
Dr. Nils Gumpfer
nils.gumpfer@university.de