Jan Sellner

According to our database, Jan Sellner authored at least 15 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

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., June, 2025

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, April, 2025

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., June, 2024

Generalizable Surgical Scene Segmentation of Hyperspectral Images

Jan Sellner

PhD thesis, 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, Maximilian Dietrich, Maurice Stephan Michel, Felix Nickel, Karl-Friedrich Kowalewski, Lena Maier-Hein

CoRR, 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

New spectral imaging biomarkers for sepsis and mortality in intensive care.

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

CoRR, 2024

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

Spectral imaging enables contrast agent-free real-time ischemia monitoring in laparoscopic surgery.

Leonardo Ayala, Tim Adler, Silvia Seidlitz, Sebastian J. Wirkert, Alexander Seitel, Jan Sellner, Anant Vemuri, Manuel Wiesenfarth, Nicholas Schreck, Sebastian Pirmann, Annette Kopp-Schneider, Lena Maier-Hein

Dataset, January, 2023

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 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, Alexander Seitel, Lena Maier-Hein

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

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, Felix Nickel, Beat P. Müller-Stich, Lena Maier-Hein

Medical Image Anal., 2022

Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding.

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

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Machine learning-based analysis of hyperspectral images for automated sepsis diagnosis.

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

CoRR, 2021

2018

Visualizing Facial Expression Features of Pain and Emotion Data.

Jan Sellner, Patrick Thiam, Friedhelm Schwenker

Proceedings of the Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, 2018