Hannah Marchi (M.Sc.)
Hannah Marchi (M.Sc.)
Research Assistant
Email: hannah.marchi@uni-bielefeld.de
Phone
+49 151 72877702
Research Interests:
- Regression analysis with complex covariate structure (e.g. longitudinal, network data)
- Risk prediction
- Survival analysis
Publications
- Düvel, J. A., Lampe, D., Kirchner, M., Elkenkamp, S., Cimiano, P., Düsing, C., Marchi, H., Schmiegel, S., Fuchs, C., Claßen, S., Meier, K.-L., Borgstedt, R., Rehberg, S., & Greiner, W. (2025). An AI-Based Clinical Decision Support System for Antibiotic Therapy in Sepsis (KINBIOTICS): Use Case Analysis. In JMIR Human Factors, 12, e66699. JMIR Publications Inc. https://doi.org/10.2196/66699
- Wunderlich, M., Miller, M., Ritter, B., Le Gleut, R., Marchi, H., Majzoub-Altweck, M., ... & Brielmeier, M. (2024). Experimental colonization with H. hepaticus, S. aureus and R. pneumotropicus does not influence the metabolic response to high-fat diet or incretin-analogues in wildtype SOPF mice. Molecular Metabolism, 101992. 10.1016/j.molmet.2024.101992
- Luft, N., Mohr, N., Spiegel, E., Marchi, H., Siedlecki, J., Harrant, L., Mayer, W. J., Dirisamer, M., & Priglinger, S. G. (2023). Optimizing Refractive Outcomes of SMILE: Artificial Intelligence versus Conventional State-of-the-Art Nomograms. Current Eye Research. 10.1080/02713683.2023.2282938
- Wille, K., Brouka, M., Bernhardt, J., Rüfer, A., Niculescu-Mizil, E., Gotic, M., Marchi, H., ... & Griesshammer, M. (2023). Outcome of 129 Pregnancies in Polycythemia Vera Patients: A Report of the European LeukemiaNET. HemaSphere, 7(5). 10.1097/HS9.0000000000000882
- Nakayama, M., Marchi, H., Dmitrieva, A. M., Chakraborty, A., Merl-Pham, J., Hennen, E., ... & Staab-Weijnitz, C. A. (2023). Quantitative proteomics of differentiated primary bronchial epithelial cells from chronic obstructive pulmonary disease and control identifies potential novel host factors post-influenza A virus infection. Frontiers in Microbiology, 13, 957830-957830. 10.3389/fmicb.2022.957830
- Marchi, H., Fuchs, C. (2023): Hurdle-QAP models overcome dependency and sparsity in scientific collaboration count networks. The Journal of Mathematical Sociology. 10.1080/0022250X.2023.2180000
- Förster, K.M., Marchi, H., Stöcklein, S., Dietrich, O., Ehrhardt, H., Wielpütz, M.O., Flemmer, A.W., Schubert, B., Mall, M.A., Ertl-Wagner, B.B. and Hilgendorff, A., (2022): MRI based scoring of the diseased lung in the preterm infant with BPD. American Journal of Physiology-Lung Cellular and Molecular Physiology. 10.1152/ajplung.00430.2021
- K. Wille, K. Huenerbein, E. Jagenberg, P. Sadjadian, T. Becker, V. Kolatzki, R. Meixner, H. Marchi, C. Fuchs, M. Griesshammer (2021): Bleeding complications in bcr-abl-negative myeloproliferative neoplasms (MPN): a retrospective single-center study of 829 MPN patients. European Journal of Heamatology, 10.1111/ejh.13721
- Sekhri. R., Sadjadian, P., Becker, T., Kolatzki, V., Huenerbein, K., Meixner, R., Marchi, H., Wallmann, R., Fuchs, C., Griesshammer, M., Wille, K. (2021). Ruxolitinib‑treated polycythemia vera patients and their risk of secondary malignancies. Annals of Hematology, 10.1007/s00277-021-04647-0.
- F. Stegelmann, K. Wille, H. Busen, C. Fuchs, S. Schauer, P. Sadjadian, T. Becker, V. Kolatzki, H. Döhner, R. Stadler, German Study Group-MPN, K. Döhner, M. Griesshammer (2020): Significant association of cutaneous adverse events with hydroxyurea: results from a prospective non-interventional study in BCR-ABL1-negative myeloproliferative neoplasms (MPN) - on behalf of the German Study Group-MPN. Leukemia doi.org/10.1038/s41375-020-0945-3.
- H.Busen, C.Fuchs (2020): Modelling the impact of spatial proximity on scientific collaboration networks. Proceedings of the 35th International Workshop on Statistical Modelling (IWSM).
- K. Förster, B. Ertl-Wagner, H. Erhardt, H. Busen, S. Sass, A. Poschmar, L. Naehrlich, A. Schulze, A.W. Flemmer, C. Hübener, O. Eickelberg, F.J. Theis, O. Dietrich, A. Hilgendorff (2019) Altered relaxation times in MRI indicate bronchopulmonary dysplasia. Thorax 75, 184-187.
- J. Yang, H. Busen, H. Scherb, K. Hürkamp, Q. Guo, J. Tschiersch (2018). Modeling of radon exhalation from soil influenced by environmental parameters. Science of The Total Environment. 10.1016/j.scitotenv.2018.11.464.
- A.-L- Boulesteix*, S. Janitza*, R. Hornung, P. Probst, H. Busen, A. Hapfelmeier (2019). Making Complex Prediction Rules Applicable for Readers: Current Practice in Random Forest Literature and Recommendations. Biometrical Journal;61:1314–1328 https://onlinelibrary.wiley.com/doi/abs/10.1002/bimj.201700243. *both authors contributed equally to the paper.
Teaching
- Bielefeld University: Introduction to R Markdown, Introduction to ggplot2
- Helmholtz Zentrum Munich: Introduction to R, Introduction to Statistics
- Ludwig-Maximilians-Universität Munich: Tutorials on Generalized Regression and Multivariate Analyses
| Since 04/2018 | PhD Student in the Data Science Group at the Faculty of Business Administration and Economics, Bielefeld University, Germany |
| Since 02/2017 | Statistical Consultant in the Core Facility Statistical Consulting at the Institute of Computational Biology, Helmholtz Zentrum Munich, Germany |
| 2015-2016 | Research assistant at the Department of Statistics, Ludwig-Maximilians-Universität Munich, Germany |
| 2014-2017 | Research assistant at the Department of Biometry and Bioinformatics at the Institute of Medical Information Processing, Biometry, and Epidemiology, Ludwig-Maximilians-Universität Munich, Germany |
| 2013-2016 | Master of Science in Biostatistics, Ludwig-Maximilians-Universität Munich, Germany |
| 2013-2014 | Exchange student at Università degli Studi di Padova, Italy |
| 2010-2013 | Bachelor of Science in Statistics, Ludwig-Maximilians-Universität Munich, Germany |
