Publications
Full list and citation counts on Google Scholar.
2026
2025
- Predictive modeling for step II therapy response in periodontitis-model development and validation
- Flexible modelling of time-varying exposures and recurrent events to analyse training load effects in team sports injuries
- Reduction Techniques for Survival Analysis
- Multi-state Models For Modeling Disease Histories Based On Longitudinal Data
- Machine learning-based forecasting of daily acute ischemic stroke admissions using weather data
- High‐Dimensional Variable Selection With Competing Events Using Cooperative Penalized Regression
- mlr3extralearners: Expanding the mlr3 Ecosystem with Community-Driven Learner Integration
- Enhancing Traffic Accident Classifications: Application of NLP Methods for City Safety
- On Training Survival Models with Scoring Rules
2024
- Deep learning for survival analysis: a review
- Recurrent events analysis with piece-wise exponential additive mixed models
- Heterogeneous treatment effect estimation for observational data using model-based forests
- Time-varying determinants of graft failure in pediatric kidney transplantation in Europe
- Introducing recurrent event analyses to assess species interactions based on camera‐trap data: A comparison with time‐to‐first‐event approaches
- A Large-Scale Neutral Comparison Study of Survival Models on Low-Dimensional Data
- Relevance of protein intake for weaning in the mechanically ventilated critically ill: analysis of a large international database
- Flexible additive models for multi-event survival analysis
2023
- A comprehensive machine learning benchmark study for radiomics-based survival analysis of CT imaging data in patients with hepatic metastases of CRC
- Evaluating machine learning models in non-standard settings: An overview and new findings
- Challenges in interpreting epidemiological surveillance data–experiences from Germany
- On the Connection Between Language Change and Language Processing
2022
- Protein intake and outcome of critically ill patients: analysis of a large international database using piece-wise exponential additive mixed models
- A comparative analysis of pediatric mental health-related emergency department utilization in Montréal, Canada, before and during the COVID-19 pandemic
- Deeppamm: Deep piecewise exponential additive mixed models for complex hazard structures in survival analysis
- Avoiding C-hacking when evaluating survival distribution predictions with discrimination measures
- A downscaling approach to compare COVID-19 count data from databases aggregated at different spatial scales
- Mundus vult decipi, ergo decipiatur: Visual Communication of Uncertainty in Election Polls
- Factorized structured regression for large-scale varying coefficient models
- EMT-Related Genes Have No Prognostic Relevance in Metastatic Colorectal Cancer as Opposed to Stage II/III: Analysis of the Randomised, Phase III Trial FIRE-3 (AIO KRK 0306; FIRE-3)
- Examining properness in the external validation of survival models with squared and logarithmic losses
2021
- mlr3proba: an R package for machine learning in survival analysis
- Nowcasting the COVID‐19 pandemic in Bavaria
- Predicting non-state terrorism worldwide
- Analysis of the early COVID-19 epidemic curve in Germany by regression models with change points
- Semi-structured deep piecewise exponential models
- Bi-centric independent validation of outcome prediction after radioembolization of primary and secondary liver cancer
2020
- A general machine learning framework for survival analysis
- Modelling geospatial distributions of the triatomine vectors of Trypanosoma cruzi in Latin America
- Analysis of the COVID-19 pandemic in bavaria: adjusting for misclassification
- KOALA: a new paradigm for election coverage: An opinion poll-based “now-cast” of probabilities of events in multi-party electoral systems
2019
2018
- A generalized additive model approach to time-to-event analysis
- pammtools: Piece-wise exponential Additive Mixed Modeling tools
- Flexible modeling of time-to-event data and exposure-lag-response associations
- coalitions: Coalition probabilities in multi-party democracies.
- Kosten als Instrument zur Effizienzbeurteilung intensivmedizinischer Funktionseinheiten
2014
2013
- Prevalence and severity of foot pad alterations in German turkey poults during the early rearing phase
- Nutritional screening for risk prediction in patients scheduled for extra-abdominal surgery
- Effects of the housing climate on the foot pad health of fattening turkeys of British United Turkeys 6 origin during the early rearing phase
- Iterative reconstruction of high-dimensional Gaussian graphical models based on a new method to estimate partial correlations under constraints