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Journal Articles
- 2021
[j2]Lennart Bargsten
, Silas Raschka, Alexander Schlaefer:
Capsule networks for segmentation of small intravascular ultrasound image datasets. Int. J. Comput. Assist. Radiol. Surg. 16(8): 1243-1254 (2021)- 2020
- [j1]Lennart Bargsten, Alexander Schlaefer:
SpeckleGAN: a generative adversarial network with an adaptive speckle layer to augment limited training data for ultrasound image processing. Int. J. Comput. Assist. Radiol. Surg. 15(9): 1427-1436 (2020)
Conference and Workshop Papers
- 2021
- [c2]Lennart Bargsten, Katharina A. Riedl, Tobias Wissel, Fabian J. Brunner, Klaus Schaefers, Michael Grass, Stefan Blankenberg, Moritz Seiffert, Alexander Schlaefer:
Attention via Scattering Transforms for Segmentation of Small Intravascular Ultrasound Data Sets. MIDL 2021: 34-47 - 2019
- [c1]Lennart Bargsten, Mareike Wendebourg, Alexander Schlaefer:
Data Representations for Segmentation of Vascular Structures Using Convolutional Neural Networks with U-Net Architecture. EMBC 2019: 989-992
Informal and Other Publications
- 2021
- [i1]Robin Mieling, Johanna Sprenger, Sarah Latus, Lennart Bargsten, Alexander Schlaefer:
A novel optical needle probe for deep learning-based tissue elasticity characterization. CoRR abs/2109.09362 (2021)
Coauthor Index
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