Point detection through multi-instance deep heatmap regression for sutures in endoscopy. - Lalith Sharan; Gabriele Romano; Julian Brand; Halvar Kelm; Matthias Karck; Raffaele De Simone; Sandy Engelhardt (Int. J. Comput. Assist. Radiol. Surg., 2021)

mvHOTA: A multi-view higher order tracking accuracy metric to measure spatial and temporal associations in multi-point detection. - Lalith Sharan; Halvar Kelm; Gabriele Romano; Matthias Karck; Raffaele De Simone; Sandy Engelhardt (CoRR, 2022)

Mutually Improved Endoscopic Image Synthesis and Landmark Detection in Unpaired Image-to-Image Translation. - Lalith Sharan; Gabriele Romano; Sven Koehler; Halvar Kelm; Matthias Karck; Raffaele De Simone; Sandy Engelhardt (IEEE J. Biomed. Health Informatics, 2022)

mvHOTA: A multi-view higher order tracking accuracy metric to measure temporal and spatial associations in multi-point tracking. - Lalith Sharan; Halvar Kelm; Gabriele Romano; Matthias Karck; Raffaele De Simone; Sandy Engelhardt (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)

Towards Unified Multi-modal Dataset Creation for Deep Learning Utilizing Structured Reports. - Malte Tölle; Lukas Burger; Halvar Kelm; Sandy Engelhardt (Bildverarbeitung für die Medizin, 2024)

Federated Foundation Model for Cardiac CT Imaging. - Malte Tölle; Philipp Garthe; Clemens Scherer; Jan Moritz Seliger; Andreas Leha; Nina Krüger 002; Stefan Simm; Simon Martin 007; Sebastian Eble; Halvar Kelm; Moritz Bednorz; Florian André; et al. (CoRR, 2024)

Real world federated learning with a knowledge distilled transformer for cardiac CT imaging. - Malte Tölle; Philipp Garthe; Clemens Scherer; Jan Moritz Seliger; Andreas Leha; Nina Krüger 002; Stefan Simm; Simon Martin 007; Sebastian Eble; Halvar Kelm; Moritz Bednorz; Florian André; et al. (npj Digit. Medicine, 2025)

Multi-modal dataset creation for federated learning with DICOM-structured reports. - Malte Tölle; Lukas Burger; Halvar Kelm; Florian André; Peter Bannas; Gerhard-Paul Diller; Norbert Frey; Philipp Garthe; Stefan Groß; Anja Hennemuth; Lars Kaderali; Nina Krüger 002; et al. (Int. J. Comput. Assist. Radiol. Surg., 2025)