| Deep learning for biomedical photoacoustic imaging: A review J Gröhl, M Schellenberg, KK Dreher, L Maier-Hein Photoacoustics, 100241, 2021 | 165 | 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 | 33 | 2022 |
| Photoacoustic image synthesis with generative adversarial networks M Schellenberg, J Gröhl, KK Dreher, JH Nölke, N Holzwarth, MD Tizabi, ... Photoacoustics 28, 100402, 2022 | 15 | 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 | 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 | 8 | 2023 |
| 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 | 8 | 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 | 8 | 2021 |
| SIMPA: an open source toolkit for simulation and processing of photoacoustic images J Gröhl, KK Dreher, M Schellenberg, A Seitel, L Maier-Hein Photons Plus Ultrasound: Imaging and Sensing 2021 11642, 116423C, 2021 | 7 | 2021 |
| Efficient photoacoustic image synthesis with deep learning T Rix, KK Dreher, JH Nölke, M Schellenberg, MD Tizabi, A Seitel, ... Sensors 23 (16), 7085, 2023 | 4 | 2023 |
| Data-driven generation of plausible tissue geometries for realistic photoacoustic image synthesis M Schellenberg, J Gröhl, K Dreher, N Holzwarth, MD Tizabi, A Seitel, ... | 3 | 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 |
| 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 |
| 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 |
| Unsupervised domain transfer for realistic photoacoustic image simulation KK Dreher, M Schellenberg, JH Nölke, T Rix, A Seitel, L Maier-Hein Photons Plus Ultrasound: Imaging and Sensing 2024, PC128420W, 2024 | | 2024 |
| Efficient photoacoustic image synthesis with Fourier neural operator networks T Rix, KK Dreher, M Schellenberg, JH Nölke, A Seitel, L Maier-Hein Photons Plus Ultrasound: Imaging and Sensing 2024, PC128422U, 2024 | | 2024 |
| 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 |
| Photoacoustic image synthesis with SIMPA: updates and future directions KK Dreher, J Groehl, T Rix, M Schellenberg, N Holzwarth, JH Noelke, ... Photons Plus Ultrasound: Imaging and Sensing 2023, PC1237931, 2023 | | 2023 |
