Using concept hierarchies to improve calculation of patient similarity. - Dominic Girardi; Sandra Wartner; Gerhard Halmerbauer; Margit Ehrenmüller; Hilda Kosorus; Stephan Dreiseitl (J. Biomed. Informatics, 2016)

White Box vs. Black Box Modeling: On the Performance of Deep Learning, Random Forests, and Symbolic Regression in Solving Regression Problems. - Michael Affenzeller; Bogdan Burlacu; Viktoria Dorfer; Sebastian Dorl; Gerhard Halmerbauer; Tilman Königswieser; Michael Kommenda; Julia Vetter; Stephan M. Winkler (EUROCAST (1), 2019)

Using Explainable Artificial Intelligence for Data Based Detection of Complications in Records of Patient Treatments. - Marina Strobl; Julia Vetter; Gerhard Halmerbauer; Tilman Königswieser; Stephan M. Winkler (EUROCAST, 2022)

Data-Based Prediction of the Duration of the Postoperative Stay of Patients. - Julia Vetter; Marina Strobl; Louise M. Buur; Tilman Königswieser; Gerhard Halmerbauer; Stephan M. Winkler (EUROCAST (2), 2024)