Publications

2025

[Online ahead of print] Riepe C, van de Water R, Winter A, Pfitzner B, Faraj L, Ahlborn R, et al. 90-Day mortality prediction in elective visceral surgery using machine learning: a retrospective multicenter development, validation and comparison study. Int J Surg. 2025.

2024

Winter A, van de Water RP, Pfitzner B, Ibach M, Riepe C, Ahlborn R, et al. Enhancing Preoperative Outcome Prediction: A Comparative Retrospective Case-Control Study on Machine Learning versus the International Esodata Study Group Risk Model for Predicting 90-Day Mortality in Oncologic Esophagectomy. Cancers (Basel). 2024;16(17).

Müller V, Schwarz N, Ruokonen P, Schröder C, Sushko D, Riepe C, Ernst S. Die IVOM APP – mHealth Studie zur Usability. 36 Internationaler Kongress der Deutschen Ophthalmochirurgie (DOC); 20.-22.06.2024; Nürnberg: German Medical Science GMS Publishing House; 2024.

Pfitzner B, Maurer MM, Winter A, Riepe C, Sauer IM, Water RVd, et al. Differentially-Private Federated Learning with Non-IID Data for Surgical Risk Prediction. 2024 IEEE First International Conference on Artificial Intelligence for Medicine, Health and Care (AIMHC): IEEE Computer Society; 2024. p. 120-9.