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Alexander Studier-Fischer
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2020 – today
- 2024
- [j2]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:
Test-time augmentation with synthetic data addresses distribution shifts in spectral imaging. Int. J. Comput. Assist. Radiol. Surg. 19(6): 1021-1031 (2024) - [c3]Alexander Baumann, Leonardo Ayala, Alexander Studier-Fischer, Jan Sellner, Berkin Özdemir, Karl-Friedrich Kowalewski, Slobodan Ilic, Silvia Seidlitz, Lena Maier-Hein:
Deep Intra-operative Illumination Calibration of Hyperspectral Cameras. MICCAI (6) 2024: 120-131 - [i6]Silvia Seidlitz, Jan Sellner, Alexander Studier-Fischer, Alessandro Motta, Berkin Özdemir, Beat P. Müller-Stich, Felix Nickel, Lena Maier-Hein:
Handling Geometric Domain Shifts in Semantic Segmentation of Surgical RGB and Hyperspectral Images. CoRR abs/2408.15373 (2024) - [i5]Alexander Baumann, Leonardo Ayala, Alexander Studier-Fischer, Jan Sellner, Berkin Özdemir, Karl-Friedrich Kowalewski, Slobodan Ilic, Silvia Seidlitz, Lena Maier-Hein:
Deep intra-operative illumination calibration of hyperspectral cameras. CoRR abs/2409.07094 (2024) - 2023
- [c2]Jan Sellner, Silvia Seidlitz, Alexander Studier-Fischer, Alessandro Motta, Berkin Özdemir, Beat Peter Müller-Stich
Semantic Segmentation of Surgical Hyperspectral Images Under Geometric Domain Shifts. MICCAI (9) 2023: 618-627 - [c1]Kris K. Dreher
Unsupervised Domain Transfer with Conditional Invertible Neural Networks. MICCAI (1) 2023: 770-780 - [i4]Kris K. Dreher
Unsupervised Domain Transfer with Conditional Invertible Neural Networks. CoRR abs/2303.10191 (2023) - [i3]Jan Sellner, Silvia Seidlitz, Alexander Studier-Fischer, Alessandro Motta, Berkin Özdemir, Beat Peter Müller-Stich
Semantic segmentation of surgical hyperspectral images under geometric domain shifts. CoRR abs/2303.10972 (2023) - 2022
- [j1]Silvia Seidlitz
Robust deep learning-based semantic organ segmentation in hyperspectral images. Medical Image Anal. 80: 102488 (2022) - 2021
- [i2]Maximilian Dietrich, Silvia Seidlitz, Nicholas Schreck, Manuel Wiesenfarth, Patrick Godau, Minu Tizabi, Jan Sellner, Sebastian Marx, Samuel Knödler, Michael M. Allers, Leonardo Ayala
Machine learning-based analysis of hyperspectral images for automated sepsis diagnosis. CoRR abs/2106.08445 (2021) - [i1]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:
Robust deep learning-based semantic organ segmentation in hyperspectral images. CoRR abs/2111.05408 (2021)
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