Publications by authors named "Friedemann Ringwald"

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Automated scoring of airway abnormalities and mucus plugging in chest magnetic resonance imaging of cystic fibrosis using artificial intelligence.
Friedemann G Ringwald, Lena Wucherpfennig, Anna Martynova, Niclas Hagen, Jacqueline Kürschner

Comput Struct Biotechnol J· November 2025

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Automated lung segmentation on chest MRI in children with cystic fibrosis.
Friedemann G Ringwald, Lena Wucherpfennig, Niclas Hagen, Jonas Mücke, Sebastian Kaletta

Front Med (Lausanne)· November 2024

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Explainable Artificial Intelligence for Deep-Learning Based Classification of Cystic Fibrosis Lung Changes in MRI.
Friedemann G Ringwald, Anna Martynova, Julian Mierisch, Mark Wielpütz, Urs Eisenmann

Stud Health Technol Inform· January 2024

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Architecture of the Mass Spectrometry Data Management Pipeline in the SMART-CARE Project.
Friedemann G Ringwald, Aleksei Dudchenko, Petra Knaup, Felix Czernilofsky, Sascha Dietrich

Stud Health Technol Inform· January 2024

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Impact of data synthesis strategies for the classification of craniosynostosis.
Matthias Schaufelberger, Reinald Peter Kühle, Andreas Wachter, Frederic Weichel, Niclas Hagen, Friedemann Ringwald

Front Med Technol· December 2023

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3D-2D Distance Maps Conversion Enhances Classification of Craniosynostosis.
Matthias Schaufelberger, Christian Kaiser, Reinald Kuhle, Andreas Wachter, Frederic Weichel, Friedemann Ringwald

IEEE Trans Biomed Eng· November 2023

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The Use of Artificial Intelligence for the Classification of Craniofacial Deformities.
Reinald Kuehle, Friedemann Ringwald, Frederic Bouffleur, Niclas Hagen, Matthias Schaufelberger

J Clin Med· November 2023

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CNN-Based Classification of Craniosynostosis Using 2D Distance Maps.
Matthias Schaufelberger, Reinald Peter Ktihle, Christian Kaiser, Andreas Wachter, Frederic Weichel, Friedemann Ringwald

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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Towards Data Analysis Environment for Multi-Partner Clinical Research Project - SMART-CARE.
Aleksei Dudchenko, Friedemann Ringwald, Petra Knaup, Matthias Ganzinger

Stud Health Technol Inform· June 2022

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A Radiation-Free Classification Pipeline for Craniosynostosis Using Statistical Shape Modeling.
Matthias Schaufelberger, Reinald Kühle, Andreas Wachter, Frederic Weichel, Niclas Hagen, Friedemann Ringwald

Diagnostics (Basel)· June 2022

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Large-File Raw Data Synchronization for openBIS Research Repositories.
Aleksei Dudchenko, Friedemann Ringwald, Felix Czernilofsky, Sascha Dietrich, Petra Knaup

Stud Health Technol Inform· May 2022

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Data Management for Systems Medicine: The SMART-CARE Joint Environment.
Friedemann Ringwald, Felix Czernilofsky, Aleksei Dudchenko, Matthias Ganzinger, Sascha Dietrich

Stud Health Technol Inform· May 2021

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