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Melanie Schellenberg
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Deep learning for biomedical photoacoustic imaging: A review
J Gröhl, M Schellenberg, K Dreher, L Maier-Hein
Photoacoustics 22, 100241, 2021
1362021
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
572021
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
52021
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, ...
52021
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
42023
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
32023
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
12021
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
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