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

Current Projects:

• MeMäf
• Investigate the effect of music on concentration (PIANo-1)
• Using sensors in N-of-1 Trials
• Simulation of N-of-1 Trials

Recent Projects:

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

• Tutor "Biostatistics & Epidemiological Data Analysis using R" (WS 24/25, WS23/24, WS 22/23, WS 21/22)
• Project Supervision in Research Seminar (SS 25, WS 24/25, SS 24, WS 23/24, SS 23, WS 22/23)

Paper

• Gärtner T., Stolp F., Arnrich B., Konigorski S (2026). Study protocol for PIANo-1: Personalized Investigation of music’s effect on Attention in a series of N-of-1 trials. Contemporary Clinical Trials Communications, Volume 49. https://doi.org/10.1016/j.conctc.2026.101606
• Gaertner T, Lippert C, Konigorski S. (2024). Automated Demand Forecasting in small to medium-sized enterprises. arXiv. https://doi.org/10.48550/ARXIV.2412.20420
• 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

Conferences

• Presentatations at DAGStat (2025), ISF (2024), ISCB (2024, 2023)
• Poster at ISCB (2025)