SmallData Symposium 2024

 

Max Behrens

Institute of Medical Biometry and Statistics (IMBI), Medical Faculty and Medical Center, University of Freiburg
Stefan-Meier-Str. 26, 79104 Freiburg

Projects

Publications

Schönthaler M, [...], Behrens M, Binder H, Binder N. Challenges and solutions in determining urolithiasis caseloads using the digital infrastructure of a clinical data warehouse, PLOS ONE. Jan 2026
Pfaffenlehner M, Behrens M, [...], Binder H, Binder N, for the EVA4MII project. Methodological challenges using routine clinical care data for real-world evidence: a rapid review utilizing a systematic literature search and focus group discussion, BMC Medical Research Methodology. Jan 2025
Hackenberg M, Pfaffenlehner M, Behrens M, Pechmann A, Kirschner J, Binder H. Investigating a Domain Adaptation Approach for Integrating Different Measurement Instruments in a Longitudinal Clinical Registry, Biometrical Journal. Dec 2024
Farhadyar K, Bonofiglio F, Hackenberg M, Behrens M, Zöller D, Binder H. Combining propensity score methods with variational autoencoders for generating synthetic data in presence of latent sub-groups, BMC Medical Research Methodology. Sep 2024
Behrens M, Farhadizadeh M, Rohde A, Rühle A, Nicolay NH, Binder H, Zöller D. Improving prediction models by incorporating external data with weights based on similarity, arXiv. May 2024

Related Resources in the Small Data Companion

Behrens M, et al. (2024) simcow code/method implementation
Model, algorithm or code
Behrens M, et al. (2024) LatentSubgroups
Model, algorithm or code
Behrens M, et al. (2024) Modified ART study - Simulation design for an artifical but realistic human study dataset
Dataset
Behrens M, et al. (2024) The International Stroke Trial database
Dataset
Behrens M, et al. (2024) IntegratingMeasurementInstruments
Model, algorithm or code
Behrens M, et al. (2024) SMArtCARE registry - spinal muscular atrophy (SMA) patient registry Contact for access
Dataset
Behrens M, et al. (2024) Investigating a domain adaptation approach for integrating different measurement instruments in a longitudinal clinical registry

Administrative Manager

Marc Schumacher

Institute of Medical Biometry and Statistics,
Faculty of Medicine and Medical Center –
University of Freiburg