| Heidelberg colorectal data set for surgical data science in the sensor operating room L Maier-Hein, M Wagner, T Ross, A Reinke, S Bodenstedt, PM Full, ... Scientific data 8 (1), 101, 2021 | 70 | 2021 |
| Robust deep learning-based semantic organ segmentation in hyperspectral images S Seidlitz, J Sellner, J Odenthal, B Özdemir, A Studier-Fischer, S Knödler, ... Medical Image Analysis 80, 102488, 2022 | 35 | 2022 |
| Spectral organ fingerprints for machine learning-based intraoperative tissue classification with hyperspectral imaging in a porcine model A Studier-Fischer, S Seidlitz, J Sellner, B Özdemir, M Wiesenfarth, L Ayala, ... Scientific Reports 12 (1), 11028, 2022 | 18 | 2022 |
| Spectral imaging enables contrast agent–free real-time ischemia monitoring in laparoscopic surgery L Ayala, TJ Adler, S Seidlitz, S Wirkert, C Engels, A Seitel, J Sellner, ... Science advances 9 (10), eadd6778, 2023 | 12 | 2023 |
| Spectral organ fingerprints for intraoperative tissue classification with hyperspectral imaging A Studier-Fischer, S Seidlitz, J Sellner, M Wiesenfarth, L Ayala, B Özdemir, ... bioRxiv, 2021.11. 24.469943, 2021 | 10 | 2021 |
| Optimization of anastomotic technique and gastric conduit perfusion with hyperspectral imaging and machine learning in an experimental model for minimally invasive esophagectomy F Nickel, A Studier-Fischer, B Özdemir, J Odenthal, LR Müller, S Knoedler, ... European Journal of Surgical Oncology, 106908, 2023 | 9 | 2023 |
| Unsupervised domain transfer with conditional invertible neural networks KK Dreher, L Ayala, M Schellenberg, M Hübner, JH Nölke, TJ Adler, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 8 | 2023 |
| Machine learning-based analysis of hyperspectral images for automated sepsis diagnosis M Dietrich, S Seidlitz, N Schreck, M Wiesenfarth, P Godau, M Tizabi, ... arXiv preprint arXiv:2106.08445, 2021 | 7 | 2021 |
| Video-rate multispectral imaging in laparoscopic surgery: first-in-human application L Ayala, S Wirkert, A Vemuri, T Adler, S Seidlitz, S Pirmann, C Engels, ... arXiv preprint arXiv:2105.13901, 2021 | 7 | 2021 |
| Heidelberg colorectal data set for surgical data science in the sensor operating room. Sci Data 8: 101 L Maier-Hein, M Wagner, T Ross, A Reinke, S Bodenstedt, PM Full, ... | 7 | 2021 |
| Imaging galectin-3 dependent endocytosis with lattice light-sheet microscopy J Baek, J Lou, S Coelho, YJ Lim, S Seidlitz, PR Nicovich, C Wunder, ... International Conference on Biophotonics V 10340, 24-27, 2017 | 6 | 2017 |
| HeiPorSPECTRAL-the Heidelberg Porcine HyperSPECTRAL Imaging Dataset of 20 Physiological Organs A Studier-Fischer, S Seidlitz, J Sellner, M Bressan, B Özdemir, L Ayala, ... Scientific Data 10 (1), 414, 2023 | 4 | 2023 |
| Künstliche Intelligenz und hyperspektrale Bildgebung zur bildgestützten Assistenz in der minimal-invasiven Chirurgie C Chalopin, F Nickel, A Pfahl, H Köhler, M Maktabi, R Thieme, R Sucher, ... Die Chirurgie 93 (10), 940-947, 2022 | 4 | 2022 |
| Method and system for augmented imaging using multispectral information L Maier-Hein, SJ Wirkert, AS Vemuri, LAA Menjivar, S Seidlitz, T Kirchner, ... US Patent App. 17/263,858, 2022 | 4 | 2022 |
| Semantic segmentation of surgical hyperspectral images under geometric domain shifts J Sellner, S Seidlitz, A Studier-Fischer, A Motta, B Özdemir, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 3 | 2023 |
| Light source calibration for multispectral imaging in surgery L Ayala, S Seidlitz, A Vemuri, SJ Wirkert, T Kirchner, TJ Adler, C Engels, ... International Journal of Computer Assisted Radiology and Surgery 15, 1117-1125, 2020 | 3 | 2020 |
| Deep learning for spectral image synthesis T Rix, M Hübner, KK Dreher, JH Nölke, L Ayala, M Schellenberg, J Sellner, ... Multimodal Biomedical Imaging XVII, PC119520I, 2022 | 2 | 2022 |
| Artificial intelligence and hyperspectral imaging for image-guided assistance in minimally invasive surgery C Chalopin, F Nickel, A Pfahl, H Koehler, M Maktabi, R Thieme, R Sucher, ... Chirurgie (Heidelberg, Germany), 2022 | 1 | 2022 |
| Method and system for augmented imaging in open treatment using multispectral information L Maier-Hein, SJ Wirkert, AS Vemuri, LAA Menjivar, S Seidlitz, T Kirchner, ... US Patent App. 17/263,850, 2022 | 1 | 2022 |
| Test-time augmentation with synthetic data addresses distribution shifts in spectral imaging AB Qasim, A Motta, A Studier-Fischer, J Sellner, L Ayala, M Hübner, ... International Journal of Computer Assisted Radiology and Surgery, 1-11, 2024 | | 2024 |
