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ORCID70th GMDS 2025: Jena, Germany
- Rainer Röhrig, Thomas Ganslandt, Klaus Jung, Ann-Kristin Kock-Schoppenhauer, Jochem König, Ulrich Sax, Martin Sedlmayr, Cord Spreckelsen, Antonia Zapf:
German Medical Data Sciences 2025: GMDS Illuminates Health - Proceedings of the 70th Annual Meeting of the German Association of Medical Informatics, Biometry, and Epidemiology e.V. (gmds), Jena, Germany, 7-11 September 2025. Studies in Health Technology and Informatics 331, IOS Press 2025, ISBN 978-1-64368-615-8
Research Article
- Xenia Heilmann, Valentin Henkys, Daan Apeldoorn, Konstantin Strauch, Bertil Schmidt, Timm Lilienthal, Torsten Panholzer:
Corrigendum to Studying Privacy Aspects of Learned Knowledge Bases in the Context of Synthetic and Medical Data. 2-3 - Richard Zowalla
, Martin Wiesner:
Prompting Is All You Need - Until It Isn't: Exploring the Limits of LLMs for Negation Detection in German Clinical Text. 5-12 - Annette Günther, Oliver J. Bott, Andreas Büchner:
Factors Influencing Hearing Preservation in Cochlear Implant Patients: A Predictive Modelling Approach. 13-24 - Yannik Warnecke, Martin Kuhn, Felix Diederichs, Tobias J. Brix, Lena Clever, Ralph Bergmann, Dominik Heider, Michael Storck:
Towards Fairness in Synthetic Healthcare Data: A Framework for the Evaluation of Synthetization Algorithms. 25-34 - Christian Otto, Jennifer Dörfler, Cord Spreckelsen, Jutta Hübner:
CAMIH - The Complementary and Alternative Medicine Insights Hub. 35-43 - Luca Kohlhepp, Sabine Busies, Ute Zirrgiebel, Frank Puppe:
Transcription of Handwritten Forms for Medical Study Documentation. 44-51 - Vicky Scholz, Sven Bichtemann, Oliver Johannes Bott, Thomas Illig, Sara Haag:
AI for Extracting Pre-Analytical Variability Data from Biomedical Literature: Feasibility and Validation. 52-62 - Pascal Block, Johanna Schaefer, Felix Maurer, Holger Storf:
Quality of Machine Translations in Medical Texts: An Analysis Based on Standardised Evaluation Metrics. 63-72 - Timo Apfelbacher, Sude Eda Koçman, Sarah Negash, Iryna Manuilova, Jonathan M. Mang, Henry Papon, Rafael T. Mikolajczyk, Hans-Ulrich Prokosch, Jan Christoph:
Utilization of Broad Consent as an Effective Instrument for Study Recruitment. 73-80 - Kevin Kaufmes, Georg Mathes, Dilyana Vladimirova, Stephanie Berger, Christian Fegeler, Stefan Sigle:
Evaluating Medium Scale, Open-Source Large Language Models: Towards Decision Support in a Precision Oncology Care Delivery Context. 81-90 - Jan Bossenz, Carlo Günzl, Fabian Berns, Annemarie Weise, Christian Jäger, Jan Kirchhoff, Jan Christoph, Christoph Demus:
Evaluation of Chunking and Embedding Strategies for Local Document Retrieval Using an Open-Source LLM in a Hospital. 91-100 - Tobias C. von Brevern, Duc Bui Tien, Marie Habermann, Bogdan Noskov, Lucas Pilz, Jonas Bienzeisler, Anna Niemeyer, Rainer Röhrig, Raphael W. Majeed:
A Calculator for the Maturity Model for Medical Patient Registries - Lessons Learned. 102-111 - Tim Vincent Knecht, Jens Göbel, Axel Zieschank, Holger Storf, Jessica Vasseur:
Open Source Registry System for Rare Diseases (OSSE): Development and Usability Evaluation of an Initial Audit Trail Prototype. 112-121 - Jessica Vasseur, Dennis Kadioglu, Holger Storf:
Concept for a Framework for Integrating Registry and Routine Healthcare Data in Germany. 122-131 - Sebastian Stäubert, Angela Merzweiler, Jörg Römhild, Stefan Lang, Martin Bialke:
Consent Management 2.0: Empowering Patient Will in Medical Research and Care. 133-141 - Julia Gehrmann, Asme Dogan, Lea Hagelschuer, Lars Quakulinski, Anne Koy, Oya Beyan:
Catnip for MedCAT: Optimizing the Input for Automated SNOMED CT Mapping of Clinical Variables. 142-152 - Sara Nuhic, Patrick Werner, Daniel Kazdal, Michael Menzel, Albrecht Stenzinger, Uwe M. Martens, Christian Fegeler, Jan Budczies, Stefan Sigle:
Whole Exome Sequencing on FHIR: Towards Adoption in Clinical Practice for Precision Oncology Pipelines. 153-161 - Viktor Werlitz, Lukas Kleybolte, Sabahudin Balic, Elisabeth Veronica Mess, Andreas Mahler, Claudia Reuter, Alexandra Teynor:
From Proprietary Printed Forms to Standardized Digital Exchange Formats - Care Transition Records to FHIR as an Example. 162-169 - Erik Tute, Malena Feldmann, Kim Katrin Werle, Tanja Zeppernick, Stefan Franz, Udo Bavendiek, Matthias Gietzelt:
Integrating Mobile Devices Data into a MeDIC Inside a Hospital - Lessons Learned. 170-176 - Tessa Ohlsen, Simon Müller, Josef Ingenerf:
Covhisto: A Web Application for Cross-Version Visualization and Analysis of ICD-10-GM and OPS. 177-185 - Jonas Bienzeisler, Alexander Kombeiz, Hauke Heidemeyer, Miriam Hertwig, Bernadett Erdmann, Marco Pegoraro, Saskia Ehrentreich, Patrick Andreas Eder, Jasmin Mosebach, Asarnusch Rashid, Raphael W. Majeed:
Embedding FHIR in Medical PDF: A Migration Path for Interoperable Documentation. 186-194 - Joshua Wiedekopf, Tessa Ohlsen, Alan Koops, Ann-Kristin Kock-Schoppenhauer, Muhammad Adnan, Sarah Ballout, Nele Philipzik, Oya Beyan, Andreas Beyer, Michael Marschollek, Josef Ingenerf:
Implementation of HL7 FHIR-Based Terminology Services for a National Federated Health Research Infrastructure. 195-203 - Mario Krumscheid, Johannes Blömer, Matthias Becker:
Retrieval-Augmented Generation for ICD-10 Coding in German Clinical Texts - A Technical Case Report. 204-212 - Johannes Benedict Oehm, Lars Fuhrmann, Katja Hoffmann, Daniel Schröder, Cedric Weich, Broder Poschkamp, David Merle, Lucian Paulet, Sebastian Berthe, Delaram Mirraziroudsari, Sascha Prus, Lothar Dickhoff, David Heines, Leonie Wahle, Tobias J. Brix, Nicole Eter, Julian Varghese:
Towards a FHIR Specification for Research in Ophthalmology: Designing the EyeMatics Core Data Set for Multi-Centric Data Integration. 213-220 - Anke Neumann, Torge Ablaß, Ann-Kristin Kock-Schoppenhauer, Hauke Busch, Josef Ingenerf, Niklas Reimer:
Extension of the cBioPortal System to Include a Site-Centered Clinical Trial Search at the University Hospital Schleswig-Holstein. 221-227 - Leslie Diana Wamba Makem, Abishaa Vengadeswaran, Dupleix Achille Takoulegha, Dennis Kadioglu:
Conception and Development of a Metadata Search Portal Based on the Data Dictionary Minimal Information Model (DDMIM) Specification. 228-234 - Julian Saß, Sylvia Thun:
Improving Requirements Documentation in the Medical Informatics Initiative Core Data Set Using FHIR Obligations - Lessons Learned. 235-244 - Suteera Seeha, Martin Boeker, Luise Modersohn:
Medical Entity Linking in Low-Resource Settings with Fine-Tuning-Free LLMs. 245-254 - Stefan Stein, Michael Pilgermann, Martin Sedlmayr:
Systematic Evaluation of Manufacturer Disclosure Statements for Medical Device Security (MDS2) to Strengthen Hospital OT Security Measures - Lessons Learned. 256-264 - Anne Pelz, Philipp Heinrich, Gabriele Mueller, Anne Seim, Peter Penndorf, Martin Bialke, Martin Sedlmayr, Ines Reinecke, Markus Wolfien, Katja Hoffmann:
From Broad Consent to Patient Engagement: A Framework for Consent Management and Study Oversight. 265-273 - Christina Lohr, Jakob Faller, Andrea Riedel, Hung Manh Nguyen, Markus Wolfien, Justin Hofenbitzer, Luise Modersohn, Jutta Romberg, Fabian Prasser, Jazia Omeirat, Yutong Wen, Oksana Galusch, Udo Hahn, Marvin Seiferling, Christoph Dieterich, Peter Klügl, Franz Matthies, Janina Kind, Martin Boeker, Markus Löffler, Frank A. Meineke:
GeMTeX's De-Identification in Action: Lessons Learned & Devil's Details. 274-282 - Mehmed Halilovic, Karen Otte, Thierry Meurers, Marco Alibone, Marion Ludwig, Nico Riedel, Steven Wolter, Lisa Kühnel, Steffen Hess, Fabian Prasser:
Anonymization of Health Insurance Claims Data for Medication Safety Assessments. 283-291 - Yacoub Abelard Njipouombe Nsangou, Rajib Kumar Halder, Ashraf Uddin, Laurenz Engel, Fruzsina Kotsis, Ulla T. Schultheiss, Johannes Raffler, Robin Kosch, Michael Altenbuchinger, Helena U. Zacharias, Gabi Kastenmüller, Jürgen Dönitz:
Use of Client-Side Machine Learning Models for Privacy-Preserving Healthcare Predictions - A Deployment Case Study. 292-306 - Görkem Yilmaz, Jonathan M. Mang, Markus Metzler, Hans-Ulrich Prokosch, Manfred Rauh, Jakob Zierk:
PED-DATA: A Privacy-Preserving Framework for Data-Driven, Pediatric Multi-Center Studies. 307-317 - Khalid O. Yusuf, Irina Chaplinskaya-Sobol, Anne Schoneberg, Sabine Hanss, Sabine Blaschke, Jörg Janne Vehreschild, Isabel Bröhl, Karin Fiedler, Margarete Scherer, Shimita Sikdar, Patricia Wagner, Ramsia Geisler, Olga Miljukov, Milena Milovanovic, Jens-Peter Reese, Dagmar Krefting:
Performance of Contradiction Rule Implementations in Health Data for Efficient Data Quality Assessments. 318-326 - Friederike Seyderhelm, James Bowden, Philip Zaschke, Dagmar Krefting:
An Open Data and Methods Framework for Comparative Evaluation of DICOM De-Identification Tools. 327-337 - Daniel Hieber, Friederike Liesche-Starnecker, Johannes Schobel, Rüdiger Pryss, Frank Kramer, Dominik Müller:
Classifying the AMi-Br Mitotic Figure Dataset with AUCMEDI. 339-345 - Sanketa Hegde, Merten Prüser, Nikola Cenic, Anatol Bollinger, Marie Arens, Jan Köhlen, Eimo Martens, Christoph Dieterich:
ECG Synthesis and Utility Analysis - A Diffusion Model Based Approach. 346-356 - Ahmad Albenny, Dennis Hübner, Franziska Bathelt:
From Numbers to Insights: Developing a Visual Cohort Explorer for Feasibility Requests. 358-368 - Jan Carlo Schmid, Sophie Anne Ines Klopfenstein, Lina Katharina Mosch, Pauline Reiss, Sylvia Thun, Malek Bajbouj, Marie von Lilienfeldt-Toal, Arndt David Bialobrzeski:
Designing Supportive Dashboards for Crisis Response to Protect Vulnerable Populations: A Qualitative Study. 369-377 - Daniel Neumann, Richard Gebler, Jana Kiederle, Jördis Beck, Fabio Aubele, Alexander Strübing, Florian Schmidt, Matthias Reusche, Helene Koester, Markus Loeffler, Sebastian Stäubert:
Development and Implementation of an Open, Modular, and Participatory Toolchain for Distributed IT Development in Healthcare Research - Lessons Learned. 378-385 - Sven Bichtemann, Oliver Johannes Bott, Johanna Apfel-Starke, Vicky Scholz, Thomas Illig, Sara Haag:
ProvideQ: A Web-Based Knowledge Platform for Assessing Preanalytical Influences on Biomolecules in Biospecimens. 386-394
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