Time-Series analysis and blood sugar prediction for diabetes patients
Multimodal N-of-1 studies
Teaching Activities
Tutor "Biostatistics & Epidemiological Data Analysis using R" (WS23/24, 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
Contact
Chair Representative:
Prof. Dr. Christoph Lippert Professor for Digital Health & Machine Learning Room: G-2.1.23 Tel.: +49-(0)331 5509-4850 E-Mail: office-lippert(at)hpi.de
Office:
Campus III, Haus G2 Room: G-2.1.22 Tel.: +49-(0)331 5509-4850 Fax: +49-(0)331 5509-4849 E-Mail: office-lippert(at)hpi.de
Visiting address:
Campus III Building G2 Rudolf-Breitscheid-Straße 187 14482 Potsdam, Germany
