Domain-Specific Loss Design for Unsupervised Physical Training: A New Approach to Modeling Medical ML Solutions. - Hendrik Burwinkel; Holger Matz; Stefan Saur; Christoph Hauger; Ayse Mine Evren; Nino Hirnschall; Oliver Findl; Nassir Navab; Seyed-Ahmad Ahmadi (MICCAI (2), 2020)

Localizing Neurosurgical Instruments Across Domains and in the Wild. - Markus Philipp; Anna Alperovich; Marielena Gutt-Will; Andrea Mathis; Stefan Saur; Andreas Raabe; Franziska Mathis-Ullrich (MIDL, 2021)

From Chairs To Brains: Customizing Optical Flow For Surgical Activity Localization. - Markus Philipp; Neal Bacher; Stefan Saur; Franziska Mathis-Ullrich; Andrés Bruhn (ISBI, 2022)

Dynamic CNNs using uncertainty to overcome domain generalization for surgical instrument localization. - Markus Philipp; Anna Alperovich; Marielena Gutt-Will; Andrea Mathis; Stefan Saur; Andreas Raabe; Franziska Mathis-Ullrich (WACV, 2022)

Physics-aware learning and domain-specific loss design in ophthalmology. - Hendrik Burwinkel; Holger Matz; Stefan Saur; Christoph Hauger; Michael Trost; Nino Hirnschall; Oliver Findl; Nassir Navab; Seyed-Ahmad Ahmadi (Medical Image Anal., 2022)

Dynamic Scene Graph Representation for Surgical Video. - Felix Holm; Ghazal Ghazaei; Tobias Czempiel; Ege Özsoy; Stefan Saur; Nassir Navab (ICCV (Workshops), 2023)