Hasso-Plattner-Institut
Prof. Dr. Christoph Lippert
 

Thomas Gärtner

PhD Candidate

Room: G-2.1.33


Email: thomas.gaertner(at)hpi.de

Research Interests & Projects

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

Current Projects:

  • Time-Series forecasting for abacus edv-lösungen
  • Time-Series analysis and blood sugar prediction for diabetes patients
  • Multimodal N-of-1 studies

Teaching Activities

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

Publications

  • Schneider J, Gärtner T, Konigorski S (2023). Multimodal Outcomes in N-of-1 Trials: Combining Unsupervised Learning and Statistical Inference. arxiv https://doi.org/10.48550/arXiv.2309.06455
  • Gärtner T, Schneider J, Arnrich B, Konigorski S (2023). Comparison of Bayesian networks, G-estimation and linear models to estimate causal treatment effects in aggregated N-of-1 trials. BMC Medical Research Methodology. https://doi.org/10.1186/s12874-023-02012-5.
  • 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