Time-Series Analysis in combination of N-of-1 studies.

Current Projects:

• Time-Series forecasting for abacus edv-lösungen
• Causal inference in N-of-1 trials
• Time-Series analysis and blood sugar prediction for diabetes patients

• Tutor "Biostatistics & Epidemiological Data Analysis using R" (WS 22/23, WS 21/22)

• Gärtner T, Schneider J, Arnrich B, Konigorski S (2022). Comparison of Bayesian networks, G-estimation and linear models to estimate causal treatment effects in aggregated N-of-1 trials. medRxiv. https://doi.org/10.1101/2022.07.21.22277832.
• Taleb, A., Loetzsch, W., Danz, N., Severin, J., Gaertner, T., Bergner, B., & Lippert, C. (2020). 3d self-supervised methods for medical imaging. Advances in Neural Information Processing Systems, 33, 18158-18172. https://doi.org/10.48550/arXiv.2006.03829