Publications
Articles and Papers
1. KI-gestützte Repositions- und Osteosyntheseplanung; Komplexe Tibiakopffrakturen – Das vom Innovationsausschuss geförderte Projekt REPAIR
Hölzl, S. et al. (2023, Oktober). KI-gestützte Repositions- und Osteosyntheseplanung: Komplexe Tibiakopffrakturen – Das vom Innovationsausschuss geförderte Projekt REPAIR. Orthopädische-Unfallchirurgische Nachrichten (DKOU)
2. Masked Registration and Autoencoding of CT Images for Predictive Tibia Reconstruction
Zhou, H. et al. (2026). Masked Registration and Autoencoding of CT Images for Predictive Tibia Reconstruction. In: Mukhopadhyay, A., Oksuz, I., Engelhardt, S., Mehrof, D., Yuan, Y. (eds) Deep Generative Models. DGM4MICCAI 2025. Lecture Notes in Computer Science, vol 16128. Springer, Cham. https://doi.org/10.1007/978-3-032-05472-2_11
3. Masked Registration and Autoencoding of CT Images for Predictive Tibia Reconstruction
Zhou, H. et al. (2025). Masked registration and autoencoding of CT images for predictive tibia reconstruction. arXiv. https://arxiv.org/abs/2512.09525
4. Surgical approaches, choice and positioning of implants in the surgical treatment of proximal tibia fractures in adults: a scoping review protocol
Zierke, J. N., Kröpelin, A., Heyland, M., et al. (2026). Surgical approaches, choice and positioning of implants in the surgical treatment of proximal tibia fractures in adults: A scoping review protocol. BMJ Open, 16, e105547. https://doi.org/10.1136/bmjopen-2025-105547
Podium Presentations
1. Das Innovationsfond-Projekt REPAIR – KI-Algorithmen zur Repositions- und Osteosyntheseempfehlung von Frakturen
Sebastian Hölzl; DKOU Congress 2023, Berlin, Germany
2. KI basierte Operationsplanung von komplexen Frakturen und Bereitstellung in einer App
Niklas Tuttle; DKOU Congress 2025, Berlin, Germany
3. Beyond manual segmentation: Eine vergleichende Analyse von Deep-Learning Algorithmen und die Rolle synthetischer Daten zur Segmentierung von Fraktur-CTs
Sebastian Hölzl; DKOU Congress 2025, Berlin, Germany
4. Masked Registration and Autoencoding of CT Images for Predictive Tibia Reconstruction
Hongyou Zhou; 28th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2025), Daejeon, Republic of Korea
5. AI-assisted preoperative osteosynthesis planning for complex fractures
Julian N. Zierke; OTdigital Congress 2026, Berlin, Germany
6. KI-gestützte präoperative Osteosyntheseplanung komplexer Frakturen
Julian N. Zierke; 14. Kongress der Deutschen Gesellschaft für Biomechanik (DGfB) 2026, Hamburg, Germany
Poster Presentations
1. The REPAIR Project: “Recommendation for Evidence-based Preoperative AI-controlled virtual Reduction and osteosynthesis of complex fractures“
Niklas Tuttle; OTdigital Congress 2023, Berlin, Germany [PDF]
2. AI-Supported Osteosynthesis Planning: A Web-based Approach
Julian N. Zierke; 30th Congress of the European Society of Biomechanics (ESB) 2025, Zürich, Switzerland [PDF]
3. Enhancing Tibial Fracture Osteosynthesis With Synthetic Data: A Mathematical Approach
Mark Heyland and Alaa Bejaoui; 30th Congress of the European Society of Biomechanics (ESB) 2025, Zürich, Switzerland [PDF]