Publications
2026
A Multi-Site Label Trap in Shape-Based Endometriosis Detection: What Female Pelvic-Organ Shape Does (and Does Not) Encode
Gijs Luijten, Merlin Engelke, Richard Ruppel, Jan Egger
Joint Computer-Assisted Pelvic Imaging (CAPI) and Women’s Health (WOMEN) Workshops, MICCAI 2026 — 2026-10
Pelvic MRI Patient Verification with Foundation-Model Embeddings
Richard Ruppel, Maximilian Lindholz, Charlie Hamm, Lynn Jeanette Savic, Robin Schmidt, Tillmann Arlt, Gijs Luijten, Leonard Stepansky, Daniel Bauer, Matthias Stefan May, Tobias Penzkofer
Joint Computer-Assisted Pelvic Imaging (CAPI) and Women’s Health (WOMEN) Workshops, MICCAI 2026 — 2026-10 2024
Real-world federated learning in radiology: hurdles to overcome and benefits to gain
Markus Ralf Bujotzek, Ünal Akünal, Stefan Denner, Peter Neher, Maximilian Zenk, Eric Frodl, Astha Jaiswal, Moon Kim, Nicolai R Krekiehn, Manuel Nickel, Richard Ruppel, Marcus Both, Felix Döllinger, Marcel Klaus Opitz, Thorsten Persigehl, Jens Kleesiek, Tobias Penzkofer, Klaus Maier-Hein, Andreas Bucher, Rickmer Braren
Journal of the American Medical Informatics Association — 2024-10 
