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Training of AI Models Beyond the Local Dataset Using Federated Learning with 695,000 Non-Identically-Labeled Chest Radiographs2023 RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren article Computer Science Privacy-Preserving Technologies in Data
Soroosh Tayebi Arasteh, Peter Isfort, Marwin-Jonathan Sähn, Christiane Katharina Kuhl, Daniel Truhn, Sven Nebelung
0citations -
Rare Diseases in Hospital Information Systems—An Interoperable Methodology for Distributed Data Quality Assessments2023 Methods of Information in Medicine article Health Professions Electronic Health Records Systems Open access
Kais Tahar, Yongli Mou, Raphael Verbuecheln, Holm Graeßner, Dagmar Krefting
13citations -
AI Species Identification Using Image and Sound Recognition for Citizen Science, Collection Management and Biomonitoring: From Training Pipeline to Large-Scale Models2024 Biodiversity Information Science and Standards article Computer Science Advanced Neural Network Applications Open access
Laurens Hogeweg, Django Brunink, Khadija Ezzaki-Chokri, Wilfred Gerritsen, Rita Pucci, Burooj Ghani, +2 more
3citations -
How we achieve satisfaction in training – A German-wide survey on preferred training conditions among trainers and trainees for board certification in gastroenterology2023 Zeitschrift für Gastroenterologie article Medicine Innovations in Medical Education Open access
S Schlosser, Jakob Garbe, Karim Hamesch, Stavros Dimitriadis, Jonas J. Staudacher
5citations -
Building an Extracorporeal Membrane Oxygenation Digital Twin Using High-Resolution Patient Data: An artificial intelligence model for virtual reality simulation2026 Interdisciplinary CardioVascular and Thoracic Surgery article Engineering Mechanical Circulatory Support Devices Open access
Samuel A Max, Mounir Bourass, Andre van der Mee Mendes, Daniel Van Der Mee Mendes, Bram Schalkwijk, Zaheer U.D. Babar, +11 more
1citations -
Toward Structured Training and Validation of AI-Based Systems With Digital Twin Scenarios2026 IEEE Open Journal of Intelligent Transportation Systems article Engineering Safety Systems Engineering in Autonomy Open access
Osama Maqbool, Ulrich Dahmen, Mathias Tesch, André Kupetz, Jürgen Roßmann
0citations -
Transfer Learning and Machine Learning for Training Five-Year Survival Prognostic Models in Early Breast Cancer: Development and Validation Study2026 Journal of Medical Internet Research article Biochemistry, Genetics and Molecular Biology Breast Cancer Treatment Studies Open access
Lisa Pilgram, Kai Yang, Ana-Alicia Beltran-Bless, Gregory R. Pond, Lisa Vandermeer, John Frederick Hilton, +17 more
0citations -
Transfer Learning and Machine Learning for Training Five-Year Survival Prognostic Models in Early Breast Cancer: Development and Validation Study2026 Journal of Medical Internet Research article Biochemistry, Genetics and Molecular Biology Breast Cancer Treatment Studies Open access
Lisa Pilgram, Kai Yang, Ana-Alicia Beltran-Bless, Gregory R. Pond, Lisa Vandermeer, John Frederick Hilton, +19 more
0citations -
Survey on Detected “Wrong Blood in Tube” Events Based on Data from German Blood Establishments: A Feasibility Study2026 Transfusion Medicine and Hemotherapy article Medicine Clinical Laboratory Practices and Quality Control Open access
Hengameh Aghili Pour, Sarah Anna Fiedler, Jochen Hoch, Andreas Humpe, Nicole Sitzmann, Martina Wessiepe, +7 more
0citations -
Participative development and evaluation of a communication skills–training program for oncologists—patient perspectives on training content and teaching methods2021 Supportive Care in Cancer article Health Professions Patient-Provider Communication in Healthcare Open access
Nicole Ernstmann, Hannah Nakata, Lena Meurer, Johanna Weiß, Franziska Geiser, Frank Vitinius, +5 more
10citations