Jan Sellner - RankMe

19 papers A 1Journal 13Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	CARL: Camera-Agnostic Representation Learning for Spectral Image Analysis. CoRR Alexander Baumann, Leonardo Ayala, Silvia Seidlitz, Jan Sellner, Alexander Studier-Fischer, Berkin Özdemir, Lena Maier-Hein, Slobodan Ilic
2025	J	`jnl`	Semantic hyperspectral image synthesis for cross-modality knowledge transfer in surgical data science. Int. J. Comput. Assist. Radiol. Surg. 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
2024	—	`conf`	Deep Intra-operative Illumination Calibration of Hyperspectral Cameras. MICCAI (6) Alexander Baumann, Leonardo Ayala, Alexander Studier-Fischer, Jan Sellner, Berkin Özdemir, Karl-Friedrich Kowalewski, Slobodan Ilic, Silvia Seidlitz, Lena Maier-Hein
2024	J	`jnl`	Deep intra-operative illumination calibration of hyperspectral cameras. CoRR Alexander Baumann, Leonardo Ayala, Alexander Studier-Fischer, Jan Sellner, Berkin Özdemir, Karl-Friedrich Kowalewski, Slobodan Ilic, Silvia Seidlitz, Lena Maier-Hein
2024	—	`—`	Generalizable Surgical Scene Segmentation of Hyperspectral Images Jan Sellner
2024	J	`jnl`	Handling Geometric Domain Shifts in Semantic Segmentation of Surgical RGB and Hyperspectral Images. CoRR Silvia Seidlitz, Jan Sellner, Alexander Studier-Fischer, Alessandro Motta, Berkin Özdemir, Beat P. Müller-Stich, Felix Nickel, Lena Maier-Hein
2024	J	`jnl`	New spectral imaging biomarkers for sepsis and mortality in intensive care. CoRR Silvia Seidlitz, Katharina Hölzl, Ayca von Garrel, Jan Sellner, Stephan Katzenschlager, Tobias Hölle, Dania Fischer, Maik von der Forst, Felix C. F. Schmitt, Markus A. Weigand, Lena Maier-Hein, Maximilian Dietrich
2024	J	`jnl`	Test-time augmentation with synthetic data addresses distribution shifts in spectral imaging. Int. J. Comput. Assist. Radiol. Surg. 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
2024	J	`jnl`	Xeno-learning: knowledge transfer across species in deep learning-based spectral image analysis. CoRR 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, Maximilian Dietrich, Maurice Stephan Michel, Felix Nickel, Karl-Friedrich Kowalewski, Lena Maier-Hein
2023	—	`conf`	Semantic Segmentation of Surgical Hyperspectral Images Under Geometric Domain Shifts. MICCAI (9) Jan Sellner, Silvia Seidlitz, Alexander Studier-Fischer, Alessandro Motta, Berkin Özdemir, Beat Peter Müller-Stich, Felix Nickel, Lena Maier-Hein
2023	J	`jnl`	Semantic segmentation of surgical hyperspectral images under geometric domain shifts. CoRR Jan Sellner, Silvia Seidlitz, Alexander Studier-Fischer, Alessandro Motta, Berkin Özdemir, Beat Peter Müller-Stich, Felix Nickel, Lena Maier-Hein
2023	—	`conf`	Unsupervised Domain Transfer with Conditional Invertible Neural Networks. MICCAI (1) 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, Alexander Seitel, Lena Maier-Hein
2023	J	`jnl`	Unsupervised Domain Transfer with Conditional Invertible Neural Networks. CoRR 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, Alexander Seitel, Lena Maier-Hein
2022	A	`conf`	Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding. BMVC Constantin Marc Seibold, Simon Reiß, M. Saquib Sarfraz, Matthias A. Fink, Victoria Mayer, Jan Sellner, Moon-Sung Kim, Klaus H. Maier-Hein, Jens Kleesiek, Rainer Stiefelhagen
2022	J	`jnl`	Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding. CoRR Constantin Seibold, Simon Reiß, M. Saquib Sarfraz, Matthias A. Fink, Victoria Mayer, Jan Sellner, Moon-Sung Kim, Klaus H. Maier-Hein, Jens Kleesiek, Rainer Stiefelhagen
2022	J	`jnl`	Robust deep learning-based semantic organ segmentation in hyperspectral images. Medical Image Anal. 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, Felix Nickel, Beat P. Müller-Stich, Lena Maier-Hein
2021	J	`jnl`	Machine learning-based analysis of hyperspectral images for automated sepsis diagnosis. CoRR Maximilian Dietrich, Silvia Seidlitz, Nicholas Schreck, Manuel Wiesenfarth, Patrick Godau, Minu Tizabi, Jan Sellner, Sebastian Marx, Samuel Knödler, Michael M. Allers, Leonardo Ayala, Karsten Schmidt, Thorsten Brenner, Alexander Studier-Fischer, Felix Nickel, Beat P. Müller-Stich, Annette Kopp-Schneider, Markus A. Weigand, Lena Maier-Hein
2021	J	`jnl`	Robust deep learning-based semantic organ segmentation in hyperspectral images. CoRR Silvia Seidlitz, Jan Sellner, Jan Odenthal, Berkin Özdemir, Alexander Studier-Fischer, Samuel Knödler, Leonardo Ayala, Tim Adler, Hannes Götz Kenngott, Minu Tizabi, Martin Wagner, Felix Nickel, Beat P. Müller-Stich, Lena Maier-Hein
2018	—	`conf`	Visualizing Facial Expression Features of Pain and Emotion Data. MPRSS Jan Sellner, Patrick Thiam, Friedhelm Schwenker