Der Einfluss von Segmentierung auf die Genauigkeit eines CNN-Klassifikators zur Mimik-Steuerung. - Ron Keuth; Lasse Hansen; Mattias P. Heinrich (Bildverarbeitung für die Medizin, 2020)

Highly accurate deep registration networks for large deformation estimation in compression ultrasound. - Laura F. Graf; Hanna Siebert; Sven Mischkewitz; Ron Keuth; Mattias P. Heinrich (Image Processing, 2023)

Weakly supervised airway orifice segmentation in video bronchoscopy. - Ron Keuth; Mattias P. Heinrich; Martin Eichenlaub; Marian Himstedt (Image Processing, 2023)

Combining Image- and Geometric-based Deep Learning for Shape Regression - Comparison to Pixel-level Methods for Segmentation in Chest X-ray. - Ron Keuth; Mattias P. Heinrich (Bildverarbeitung für die Medizin, 2024)

SAM Carries the Burden: A Semi-Supervised Approach Refining Pseudo Labels for Medical Segmentation. - Ron Keuth; Lasse Hansen; Maren Balks; Ronja Jäger; Anne-Nele Schröder; Ludger Tüshaus; Mattias P. Heinrich (CoRR, 2024)

Airway label prediction in video bronchoscopy: capturing temporal dependencies utilizing anatomical knowledge. - Ron Keuth; Mattias P. Heinrich; Martin Eichenlaub; Marian Himstedt (Int. J. Comput. Assist. Radiol. Surg., 2024)

Robust Statistical Shape Modelling with Implicit Neural Representations. - Christoph Großbröhmer; Fenja Falta; Ron Keuth; Timo Kepp; Mattias P. Heinrich (Bildverarbeitung für die Medizin, 2025)

Systematic Analysis of Input Modalities for Fracture Classification of the Paediatric Wrist. - Ron Keuth; Maren Balks; Sebastian Tschauner; Ludger Tüshaus; Mattias P. Heinrich (Bildverarbeitung für die Medizin, 2025)

DenseSeg: joint learning for semantic segmentation and landmark detection using dense image-to-shape representation. - Ron Keuth; Lasse Hansen; Maren Balks; Ronja Jäger; Anne-Nele Schröder; Ludger Tüshaus; Mattias P. Heinrich (Int. J. Comput. Assist. Radiol. Surg., 2025)

BronchoGAN: anatomically consistent and domain-agnostic image-to-image translation for video bronchoscopy. - Ahmad Soliman; Ron Keuth; Marian Himstedt (Int. J. Comput. Assist. Radiol. Surg., 2025)