Jonas Bienzeisler

According to our database, Jonas Bienzeisler authored at least 14 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

The role of self-supervised pretraining in differentially private medical image analysis.

Soroosh Tayebi Arasteh, Mina Farajiamiri, Mahshad Lotfinia, Behrus Hinrichs-Puladi, Jonas Bienzeisler, Mohamed Alhaskir, Mirabela Rusu, Christiane Kuhl, Sven Nebelung, Daniel Truhn

CoRR, January, 2026

Beyond benchmarks: Towards robust artificial intelligence bone segmentation in socio-technical systems.

Kunpeng Xie, Lennart Johannes Gruber, Martin Crampen, Yao Li, André Ferreira, Elias Tappeiner, Maxime Gillot, Jan Schepers, Jiangchang Xu, Tobias Pankert, Michel Beyer, Negar Shahamiri, Reinier ten Brink, Gauthier Dot, Charlotte Weschke, Niels van Nistelrooij, Pieter-Jan Verhelst, Yan Guo, Zhibin Xu, Jonas Bienzeisler, Ashkan Rashad, Tabea Flügge, Ross Cotton, Shankeeth Vinayahalingam, Robert R. Ilesan, Stefan Raith, Dennis Madsen, Constantin Seibold, Tong Xi, Stefaan Berge', Sven Nebelung, Oldrich Kodym, Osku Sundqvist, Florian M. Thieringer, Hans Lamecker, Antoine Coppens, Thomas Potrusil, Joep Kraeima, Max J. H. Witjes, Guomin Wu, Xiaojun Chen, Adriaan Lambrechts, Lucia H. S. Cevidanes, Stefan Zachow, Alexander Hermans, Daniel Truhn, Victor Alves, Jan Egger, Rainer Röhrig, Frank Hölzle, Behrus Hinrichs-Puladi

Expert Syst. Appl., 2026

2025

Implementation report on pioneering federated data access for the German National Emergency Department Data Registry.

Jonas Bienzeisler, Alexander Kombeiz, Saskia Ehrentreich, Ronny Otto, Wiebke Schirrmeister, Marco Pegoraro, Dominik Brammen, Behrus Puladi, Rainer Röhrig, Raphael W. Majeed

npj Digit. Medicine, 2025

A Calculator for the Maturity Model for Medical Patient Registries - Lessons Learned.

Tobias C. von Brevern, Duc Bui Tien, Marie Habermann, Bogdan Noskov, Lucas Pilz, Jonas Bienzeisler, Anna Niemeyer, Rainer Röhrig, Raphael W. Majeed

Proceedings of the German Medical Data Sciences 2025: GMDS Illuminates Health, 2025

Embedding FHIR in Medical PDF: A Migration Path for Interoperable Documentation.

Jonas Bienzeisler, Alexander Kombeiz, Hauke Heidemeyer, Miriam Hertwig, Bernadett Erdmann, Marco Pegoraro, Saskia Ehrentreich, Patrick Andreas Eder, Jasmin Mosebach, Asarnusch Rashid, Raphael W. Majeed

Proceedings of the German Medical Data Sciences 2025: GMDS Illuminates Health, 2025

2024

Beating the Clock: A Prediction Model for Timely Care in Emergency Departments.

Jonas Bienzeisler, Wiliam Hoy, Alexander Kombeiz, Mohamed Alhaskir, Rainer Röhrig, Raphael W. Majeed, Jenny Unterkofler, Behrus Puladi

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

A Pipeline for the Usage of the Core Data Set of the Medical Informatics Initiative for Process Mining - A Technical Case Report.

Hauke Heidemeyer, Leo Auhagen, Raphael W. Majeed, Marco Pegoraro, Jonas Bienzeisler, Viki Peeva, Harry H. Beyel, Rainer Röhrig, Wil M. P. van der Aalst, Behrus Puladi

Proceedings of the German Medical Data Sciences 2024 - Health, 2024

Designing a User-Friendly Data Request Management System for a Growing Health Data Network - A Case Study in the AKTIN Registry.

Alexander Kombeiz, Jonas Bienzeisler, Raphael W. Majeed, Rainer Röhrig

Proceedings of the Collaboration across Disciplines for the Health of People, Animals and Ecosystems, 2024

2023

Local Approval Processes in a Federated and Distributed Research Infrastructure - Lessons Learned from the AKTIN-Project.

Alexander Kombeiz, Jonas Bienzeisler, Saskia Ehrentreich, Rainer Röhrig, Raphael W. Majeed

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

2022

ILEG - A Case of Recording Patient Journeys.

Julia S. Volmerg, Jonas Bienzeisler, Andrea D. Klausen, Insa Seeger, Ulf Günther, Dominik De Sordi, Rainer Röhrig

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Establishing a Data Quality Baseline in the AKTIN Emergency Department Data Registry - A Secondary Use Perspective.

Lucas Triefenbach, Ronny Otto, Jonas Bienzeisler, Alexander Kombeiz, Saskia Ehrentreich, Rainer Röhrig, Raphael W. Majeed

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

A Federated and Distributed Data Management Infrastructure to Enable Public Health Surveillance from Intensive Care Unit Data.

Jonas Bienzeisler, Lucas Triefenbach, Alexander Kombeiz, Matthäus Lottes, Christopher Vogel, Linus Grabenhenrich, Martina Fischer, Theresa Kocher, Lukas Niekrenz, Michael Dreher, Christoph Müller, Rainer Röhrig, Raphael W. Majeed

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

ToolPool Gesundheitsforschung - A Repository for Software and Services Focused on Supporting Clinical and Epidemiological Research.

Matthias Löbe, Martin Bialke, Jonas Bienzeisler, Johannes Drepper, Thomas Ganslandt, Sophie Haderer, Detlef Kraska, Martin Lablans, Ulrich Sax, Ronald Speer, Sebastian Stäubert, Knut Kaulke

Proceedings of the dHealth 2022, 2022

2020

Human-Induced Errors in Networked Healthcare Research: Risk Management Under the GDPR.

Jonas Bienzeisler, Hauke Fischer, Volker S. Thiemann, Rainer Röhrig

Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020