Latest Publications

1	Article in Journal	Melanie Schellenberg, Kris K. Dreher, Niklas Holzwarth, Fabian Isensee, Annika Reinke, Nicholas Schreck, Alexander Seitel, Minu D. Tizabi, Lena Maier-Hein, and Janek Gröhl	Semantic segmentation of multispectral photoacoustic images using deep learning	Photoacoustics
2	Article in Journal	Melanie Schellenberg, Janek Gröhl, Kris K Dreher, Niklas Holzwarth, Jan-Hinrich Nölke, Minu D Tizabi, Alexander Seiter, Lena Maier-Hein	Photoacoustic image synthesis with generative adversarial networks	Photoacoustics
3	Article in Journal	Tom Rix, Kris K. Dreher, Jan-Hinrich Nölke, Melanie Schellenberg, Minu D. Tizabi, Alexander Seitel, Lena Maier-Hein	Efficient Photoacoustic Image Synthesis with Deep Learning	Sensors
4	Publication in Conference Proceedings/Workshop	Kris K. Dreher, Leonardo Ayala, Melanie Schellenberg, Marco Hübner, Jan-Hinrich Nölke, Tim J. Adler, Silvia Seidlitz, Jan Sellner, Alexander Studier-Fischer, Janek Gröhl, Felix Nickel, Ullrich Köthe, Alexander Seitel, Lena Maier-Hein	Unsupervised Domain Transfer with Conditional Invertible Neural Networks	Medical Image Computing and Computer Assisted Intervention 2023 as part of Lecture Notes in Computer Science
5	Other	Tim J. Adler, Jan-Hinrich Nölke, Annika Reinke, Minu Dietlinde Tizabi, Sebastian Gruber, Dasha Trofimova, Lynton Ardizzone, Paul F. Jaeger, Florian Buettner, Ullrich Köthe, Lena Maier-Hein	Application-driven Validation of Posteriors in Inverse Problems	arXiv

Roland Herzog, Jan-Frederik Pietschmann and Max Winkler	Optimal control of Hughes' model for pedestrian flow via local attraction. Applied Mathematics and Optimization 88(3)	2023	https://doi.org/10.1007/s00245-023-10064-8
Lukas Baumgärtner, Roland Herzog, Stephan Schmidt and Manuel Weiß	The proximal map of the weighted mean absolute error	2023	https://doi.org/10.1002/pamm.202300042
Kai Bergermann, Carsten Deibel, Roland Herzog, Roderick C. I. MacKenzie, Jan-Frederik Pietschmann and Martin Stoll	Preconditioning for a phase-field model with application to morphology evolution in organic semiconductors. Communications in Computational Physics 34(1), p.1-17	2023	https://doi.org/10.4208/cicp.oa-2022-0115
About the Center	About the Center	2024	/en/about-us/about-the-project
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