Robust deep learning-based semantic organ segmentation in hyperspectral images. - Silvia Seidlitz; Jan Sellner; Jan Odenthal; Berkin Özdemir; Alexander Studier-Fischer; Samuel Knödler; Leonardo Ayala; Tim J. Adler; Hannes Götz Kenngott; Minu Tizabi; Martin Wagner 001; Felix Nickel; et al. (Medical Image Anal., 2022)

Semantic Segmentation of Surgical Hyperspectral Images Under Geometric Domain Shifts. - Jan Sellner; Silvia Seidlitz; Alexander Studier-Fischer; Alessandro Motta; Berkin Özdemir; Beat Peter Müller-Stich; Felix Nickel; Lena Maier-Hein (MICCAI (9), 2023)

Deep Intra-operative Illumination Calibration of Hyperspectral Cameras. - Alexander Baumann; Leonardo Ayala; Alexander Studier-Fischer; Jan Sellner; Berkin Özdemir; Karl-Friedrich Kowalewski; Slobodan Ilic; Silvia Seidlitz; Lena Maier-Hein (MICCAI (6), 2024)

Handling Geometric Domain Shifts in Semantic Segmentation of Surgical RGB and Hyperspectral Images. - Silvia Seidlitz; Jan Sellner; Alexander Studier-Fischer; Alessandro Motta; Berkin Özdemir; Beat P. Müller-Stich; Felix Nickel; Lena Maier-Hein (CoRR, 2024)

Xeno-learning: knowledge transfer across species in deep learning-based spectral image analysis. - Jan Sellner; Alexander Studier-Fischer; Ahmad Bin Qasim; Silvia Seidlitz; Nicholas Schreck; Minu Tizabi; Manuel Wiesenfarth; Annette Kopp-Schneider; Samuel Knödler; Caelan Max Haney; Gabriel Salg; Berkin Özdemir; et al. (CoRR, 2024)

Test-time augmentation with synthetic data addresses distribution shifts in spectral imaging. - Ahmad Bin Qasim; Alessandro Motta; Alexander Studier-Fischer; Jan Sellner; Leonardo Ayala; Marco Hübner; Marc Bressan; Berkin Özdemir; Karl-Friedrich Kowalewski; Felix Nickel; Silvia Seidlitz; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2024)

CARL: Camera-Agnostic Representation Learning for Spectral Image Analysis. - Alexander Baumann; Leonardo Ayala; Silvia Seidlitz; Jan Sellner; Alexander Studier-Fischer; Berkin Özdemir; Lena Maier-Hein; Slobodan Ilic (CoRR, 2025)

Semantic hyperspectral image synthesis for cross-modality knowledge transfer in surgical data science. - Viet Tran Ba; Marco Hübner; Ahmad Bin Qasim; Maike Rees; Jan Sellner; Silvia Seidlitz; Evangelia Christodoulou; Berkin Özdemir; Alexander Studier-Fischer; Felix Nickel; Leonardo Ayala; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2025)