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Picture for Melanie Schellenberg

Semantic segmentation of multispectral photoacoustic images using deep learning


May 20, 2021
Janek Gröhl, Melanie Schellenberg, Kris Dreher, Niklas Holzwarth, Minu D. Tizabi, Alexander Seitel, Lena Maier-Hein

* 8 pages, 7 figures, 3 tables 

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Data-driven generation of plausible tissue geometries for realistic photoacoustic image synthesis


Mar 29, 2021
Melanie Schellenberg, Janek Gröhl, Kris Dreher, Niklas Holzwarth, Minu D. Tizabi, Alexander Seitel, Lena Maier-Hein

* 13 pages, 7 figures, 5 tables 

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Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern


Nov 11, 2020
Niklas Holzwarth, Melanie Schellenberg, Janek Gröhl, Kris Dreher, Jan-Hinrich Nölke, Alexander Seitel, Minu D. Tizabi, Beat P. Müller-Stich, Lena Maier-Hein

* 12 pages, 5 figures 

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Deep learning for biomedical photoacoustic imaging: A review


Nov 05, 2020
Janek Gröhl, Melanie Schellenberg, Kris Dreher, Lena Maier-Hein

* 31 pages, 8 figures, 3 tables, 169 references 

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Heidelberg Colorectal Data Set for Surgical Data Science in the Sensor Operating Room


May 28, 2020
Lena Maier-Hein, Martin Wagner, Tobias Ross, Annika Reinke, Sebastian Bodenstedt, Peter M. Full, Hellena Hempe, Diana Mindroc-Filimon, Patrick Scholz, Thuy Nuong Tran, Pierangela Bruno, Anna Kisilenko, Benjamin Müller, Tornike Davitashvili, Manuela Capek, Minu Tizabi, Matthias Eisenmann, Tim J. Adler, Janek Gröhl, Melanie Schellenberg, Silvia Seidlitz, T. Y. Emmy Lai, Veith Roethlingshoefer, Fabian Both, Sebastian Bittel, Marc Mengler, Martin Apitz, Stefanie Speidel, Hannes G. Kenngott, Beat P. Müller-Stich

* Submitted to Nature Scientific Data 

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