Deep learning for biomedical photoacoustic imaging: A review J Gröhl, M Schellenberg, K Dreher, L Maier-Hein Photoacoustics 22, 100241, 2021 | 136 | 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 | 57 | 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 |
Photoacoustic image synthesis with generative adversarial networks M Schellenberg, J Gröhl, KK Dreher, JH Nölke, N Holzwarth, MD Tizabi, ... Photoacoustics 28, 100402, 2022 | 12* | 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 | 12* | 2022 |
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 | 5 | 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, ... | 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 |
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, ... arXiv preprint arXiv:2302.06294, 2023 | 3 | 2023 |
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 | 1 | 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 | | 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 |
Clinical tattoo tomography N Holzwarth, M Staus, J Günther, S Calderazzo, M Schellenberg, W Lang, ... Photons Plus Ultrasound: Imaging and Sensing 2023, PC1237930, 2023 | | 2023 |
CholecTriplet2022: Show me a tool and tell me the triplet--an endoscopic vision challenge for surgical action triplet detection C Innocent Nwoye, T Yu, S Sharma, A Murali, D Alapatt, A Vardazaryan, ... arXiv e-prints, arXiv: 2302.06294, 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 |
Multispectral Optoacoustic Imaging for the Diagnosis and Determination of the Therapy Response in Patients with malignant Head and Neck Tumors Z Rachel, N Holzwarth, T Held, M Schellenberg, S Regnery, K Lang, ... STRAHLENTHERAPIE UND ONKOLOGIE 197 (SUPPL 1), S122-S123, 2021 | | 2021 |
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 |