Prediction of Chronic Stress and Protective Factors in Adults: Development of an Interpretable Prediction Model Based on XGBoost and SHAP Using National Cross-sectional DEGS1 Data

by Arezoo Bozorgmehr, Birgitta Weltermann
Published 2023-05-01

Chronic stress in practice assistants: An analytic approach comparing four machine learning classifiers with a standard logistic regression model.

by Arezoo Bozorgmehr, Anika Thielmann, Birgitta Weltermann
Published 2021-01-01

The Predominance of the Health-Promoting Patterns of Work Behavior and Experience in General Practice Teams—Results of the IMPROVE<i>job</i> Study

by Beatrice Thielmann, Anke Wagner, Arezoo Bozorgmehr, Esther Rind, Achim Siegel, Melina Hippler, Birgitta Weltermann, Lukas Degen, Julian Göbel, Karen Minder, Tanja Seifried-Dübon, Florian Junne, Anne Herrmann-Werner, Karl-Heinz Jöckel, Verena Schröder, Claudia Pieper, Anna-Lisa Eilerts, Andrea Wittich, Monika A. Rieger, Irina Böckelmann
Published 2024-01-01

Use of the FallAkte Plus System as an IT Infrastructure for the North Rhine-Westphalian General Practice Research Network: Mixed Methods Usability Study

by Arezoo Bozorgmehr, Simon-Konstantin Thiem, Dorothea Wild, Melanie Reinsdorff, Horst Christian Vollmar, Annika Kappernagel, Kathrin Schloessler, Sabine Weissbach, Michael Pentzek, Dorothea Dehnen, Julia Drexler, Beate Sigrid Mueller, Larisa Pilic, Lion Lehmann, Susanne Loescher, Elena Darinka Hohmann, Friederike Frank, Gülay Ates, Susanne Kersten, Achim Mortsiefer, Benjamin Aretz, Birgitta Weltermann
Published 2024-05-01