| Deep learning for biomedical photoacoustic imaging: A review J Gröhl, M Schellenberg, K Dreher, L Maier-Hein Photoacoustics 22, 100241, 2021 | 173 | 2021 |
| 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 | 74 | 2021 |
| Semantic segmentation of multispectral photoacoustic images using deep learning M Schellenberg, KK Dreher, N Holzwarth, F Isensee, A Reinke, N Schreck, ... Photoacoustics 26, 100341, 2022 | 44 | 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 | 24* | 2022 |
| Photoacoustic image synthesis with generative adversarial networks M Schellenberg, J Gröhl, KK Dreher, JH Nölke, N Holzwarth, MD Tizabi, ... Photoacoustics 28, 100402, 2022 | 21* | 2022 |
| CholecTriplet2022: Show me a tool and tell me the triplet—An endoscopic vision challenge for surgical action triplet detection CI Nwoye, T Yu, S Sharma, A Murali, D Alapatt, A Vardazaryan, K Yuan, ... Medical Image Analysis 89, 102888, 2023 | 14 | 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 | 9 | 2023 |
| Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern N Holzwarth, M Schellenberg, J Gröhl, K Dreher, JH Nölke, A Seitel, ... International Journal of Computer Assisted Radiology and Surgery 16, 1101-1110, 2021 | 8 | 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 |
| Self-distillation for surgical action recognition A Yamlahi, TN Tran, P Godau, M Schellenberg, D Michael, FH Smidt, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 5 | 2023 |
| Efficient photoacoustic image synthesis with deep learning T Rix, KK Dreher, JH Nölke, M Schellenberg, MD Tizabi, A Seitel, ... Sensors 23 (16), 7085, 2023 | 5 | 2023 |
| Deep learning for biomedical photoacoustic imaging: A review, Photoacoustics 22 (2021) 100241 J Gröhl, M Schellenberg, K Dreher, L Maier-Hein | 5 | 2021 |
| Generation of training data for quantitative photoacoustic imaging M Schellenberg, J Gröhl, K Dreher, N Holzwarth, MD Tizabi, A Seitel, ... Photons Plus Ultrasound: Imaging and Sensing 2021 11642, 116421J, 2021 | 3 | 2021 |
| Method And System For Context-Aware Photoacoustic Imaging N Holzwarth, K Dreher, M Schellenberg, J Nölke, J Gröhl, L Maier-Hein US Patent App. 18/004,689, 2023 | 2 | 2023 |
| Clinical tattoo tomography N Holzwarth, M Staus, J Günther, S Calderazzo, M Schellenberg, W Lang, ... Photons Plus Ultrasound: Imaging and Sensing 2023, PC1237930, 2023 | 2 | 2023 |
| Deep learning-based semantic segmentation of clinically relevant tissue structures leveraging multispectral photoacoustic images P Vieten, KK Dreher, N Holzwarth, M Schellenberg, JH Nölke, A Seitel, ... Photons Plus Ultrasound: Imaging and Sensing 2022, PC119600P, 2022 | 2 | 2022 |
| 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 |
| Tattoo tomography: an optical pattern approach for context-aware photoacoustics N Holzwarth, M Schellenberg, J Gröhl, KK Dreher, JH Nölke, P Biegger, ... Photons Plus Ultrasound: Imaging and Sensing 2021 11642, 1164217, 2021 | 2 | 2021 |
| Photoacoustic quantification of tissue oxygenation using conditional invertible neural networks JH Nölke, TJ Adler, M Schellenberg, KK Dreher, N Holzwarth, CJ Bender, ... IEEE Transactions on Medical Imaging, 2024 | | 2024 |
| Hardware-related biases in machine learning algorithms for photoacoustic image analysis CJ Bender, KK Dreher, N Holzwarth, M Knopp, JH Nölke, T Rix, ... Photons Plus Ultrasound: Imaging and Sensing 2024, PC128422T, 2024 | | 2024 |
