| Deep learning for biomedical photoacoustic imaging: A review J Gröhl, M Schellenberg, KK Dreher, L Maier-Hein Photoacoustics, 100241, 2021 | 136 | 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 | 23* | 2022 |
| Data-driven generation of plausible tissue geometries for realistic photoacoustic image synthesis M Schellenberg, J Gröhl, KK Dreher, N Holzwarth, MD Tizabi, A Seitel, ... arXiv preprint arXiv:2103.15510, 2021 | 13* | 2021 |
| 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 | 12* | 2022 |
| The IPASC data format: A consensus data format for photoacoustic imaging J Gröhl, L Hacker, BT Cox, KK Dreher, S Morscher, A Rakotondrainibe, ... Photoacoustics 26, 100339, 2022 | 7 | 2022 |
| Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern N Holzwarth, M Schellenberg, J Gröhl, KK Dreher, JH Nölke, A Seitel, ... International Journal of Computer Assisted Radiology and Surgery, 1-10, 2021 | 5 | 2021 |
| Unsupervised domain transfer with conditional invertible neural networks KK Dreher, L Ayala, M Schellenberg, M Hübner, JH Nölke, TJ Adler, ... arXiv preprint arXiv:2303.10191, 2023 | 4 | 2023 |
| 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 | | 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 | | 2023 |
| Tattoo-Tomographie: Freihand-3D-Photoakustik und multimodale Bildfusion N Holzwarth, M Schellenberg, J Gröhl, K Dreher, JH Nölke, A Seitel, ... BVM Workshop, 114-114, 2023 | | 2023 |
| How to assess the realism of synthetic spectral images M Hübner, L Ayala, M Rees, TJ Adler, K Dreher, S Seidlitz, J Sellner, ... Molecular-Guided Surgery: Molecules, Devices, and Applications IX, PC1236104, 2023 | | 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 | | 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 | | 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 | | 2021 |
