| 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 | 50 | 2022 |
| Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks TJ Adler, L Ardizzone, A Vemuri, L Ayala, J Gröhl, T Kirchner, S Wirkert, ... International journal of computer assisted radiology and surgery 14, 997-1007, 2019 | 36 | 2019 |
| 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 | 26 | 2022 |
| SIMPA: an open-source toolkit for simulation and image processing for photonics and acoustics J Gröhl, KK Dreher, M Schellenberg, T Rix, N Holzwarth, P Vieten, L Ayala, ... Journal of biomedical optics 27 (8), 083010-083010, 2022 | 19 | 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 | 16 | 2023 |
| Live monitoring of haemodynamic changes with multispectral image analysis LA Ayala, SJ Wirkert, J Gröhl, MA Herrera, A Hernandez-Aguilera, ... OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical …, 2019 | 16 | 2019 |
| Band selection for oxygenation estimation with multispectral/hyperspectral imaging L Ayala, F Isensee, SJ Wirkert, AS Vemuri, KH Maier-Hein, B Fei, ... Biomedical Optics Express 13 (3), 1224-1242, 2022 | 14 | 2022 |
| 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 | 11 | 2023 |
| 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 | 11 | 2023 |
| 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 | 11 | 2023 |
| Out of distribution detection for intra-operative functional imaging TJ Adler, L Ayala, L Ardizzone, HG Kenngott, A Vemuri, BP Müller-Stich, ... Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and …, 2019 | 11 | 2019 |
| 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 |
| 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 | 10 | 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 | 8 | 2021 |
| C-arm positioning for standard projections during spinal implant placement L Kausch, S Thomas, H Kunze, T Norajitra, A Klein, L Ayala, J El Barbari, ... Medical Image Analysis 81, 102557, 2022 | 6 | 2022 |
| Surgery 4.0—are we ready? D Teber, C Engels, L Maier-Hein, L Ayala, S Onogur, A Seitel, K März Der Urologe 59, 1035-1043, 2020 | 5 | 2020 |
| Wie weit ist chirugie 4.0? C Engels, L Maier-Hein, L Ayala, S Onogur, A Seitel, K März Der Urologe. Ausg. A. 59 (9), 1035-1043, 2020 | 5 | 2020 |
| 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 | 5 | 2020 |
| ICG-augmented hyperspectral imaging for visualization of intestinal perfusion compared to conventional ICG fluorescence imaging: an experimental study A Studier-Fischer, FM Schwab, M Rees, S Seidlitz, J Sellner, B Özdemir, ... International Journal of Surgery 109 (12), 3883-3895, 2023 | 3 | 2023 |
| 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 |
Lena Maier-HeinProfessor, German Cancer Research Center在 dkfz.de 的电子邮件经过验证
