Heidelberg Colorectal Data Set for Surgical Data Science in the Sensor Operating Room. - Lena Maier-Hein; Martin Wagner 001; Tobias Roß; Annika Reinke; Sebastian Bodenstedt; Peter M. Full; Hellena Hempe; Diana Mîndroc-Filimon; Patrick Scholz 001; Thuy Nuong Tran; Pierangela Bruno; Anna Kisilenko; et al. (CoRR, 2020)

Deep learning for biomedical photoacoustic imaging: A review. - Janek Gröhl; Melanie Schellenberg; Kris Dreher; Lena Maier-Hein (CoRR, 2020)

Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern. - Niklas Holzwarth; Melanie Schellenberg; Janek Gröhl; Kris Dreher; Jan-Hinrich Nölke; Alexander Seitel; Minu Dietlinde Tizabi; Beat P. Müller-Stich; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2021)

Data-driven generation of plausible tissue geometries for realistic photoacoustic image synthesis. - Melanie Schellenberg; Janek Gröhl; Kris Dreher; Niklas Holzwarth; Minu Dietlinde Tizabi; Alexander Seitel; Lena Maier-Hein (CoRR, 2021)

Semantic segmentation of multispectral photoacoustic images using deep learning. - Janek Gröhl; Melanie Schellenberg; Kris Dreher; Niklas Holzwarth; Minu Dietlinde Tizabi; Alexander Seitel; Lena Maier-Hein (CoRR, 2021)

Abstract: Tattoo-Tomographie - Freihand-3D-Photoakustik und multimodale Bildfusion. - Niklas Holzwarth; Melanie Schellenberg; Janek Gröhl; Kris Dreher; Jan-Hinrich Nölke; Alexander Seitel; Minu Dietlinde Tizabi; Beat P. Müller-Stich; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2023)

Unsupervised Domain Transfer with Conditional Invertible Neural Networks. - Kris K. Dreher; Leonardo Ayala; Melanie Schellenberg; Marco Hübner; Jan-Hinrich Nölke; Tim J. Adler; Silvia Seidlitz; Jan Sellner; Alexander Studier-Fischer; Janek Gröhl; Felix Nickel; Ullrich Köthe; et al. (MICCAI (1), 2023)

Self-distillation for Surgical Action Recognition. - Amine Yamlahi; Thuy Nuong Tran; Patrick Godau; Melanie Schellenberg; Dominik Michael; Finn-Henri Smidt; Jan-Hinrich Nölke; Tim J. Adler; Minu Dietlinde Tizabi; Chinedu Innocent Nwoye; Nicolas Padoy; Lena Maier-Hein (MICCAI (9), 2023)

Efficient Photoacoustic Image Synthesis with Deep Learning. - Tom Rix; Kris K. Dreher; Jan-Hinrich Nölke; Melanie Schellenberg; Minu Dietlinde Tizabi; Alexander Seitel; Lena Maier-Hein (Sensors, 2023)

CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection. - Chinedu Innocent Nwoye; Tong Yu 009; Saurav Sharma; Aditya Murali; Deepak Alapatt; Armine Vardazaryan; Kun Yuan 004; Jonas Hajek; Wolfgang Reiter; Amine Yamlahi; Finn-Henri Smidt; Xiaoyang Zou; et al. (Medical Image Anal., 2023)

Learning Tissue Geometries for Photoacoustic Image Analysis - Melanie Schellenberg (2024)

Photoacoustic Quantification of Tissue Oxygenation Using Conditional Invertible Neural Networks. - Jan-Hinrich Nölke; Tim J. Adler; Melanie Schellenberg; Kris K. Dreher; Niklas Holzwarth; Christoph J. Bender; Minu Dietlinde Tizabi; Alexander Seitel; Lena Maier-Hein (IEEE Trans. Medical Imaging, 2024)