Invertible Neural Networks for Uncertainty Quantification in Photoacoustic Imaging. - Jan-Hinrich Nölke; Tim Adler; Janek Gröhl; Thomas Kirchner; Lynton Ardizzone; Carsten Rother; Ullrich Köthe; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2021)

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)

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)

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)

Application-driven validation of posteriors in inverse problems. - Tim J. Adler; Jan-Hinrich Nölke; Annika Reinke; Minu Dietlinde Tizabi; Sebastian Gruber 001; Dasha Trofimova; Lynton Ardizzone; Paul F. Jaeger; Florian Buettner 001; Ullrich Köthe; Lena Maier-Hein (Medical Image Anal., 2025)