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2020 – today
- 2024
[i5]Yixing Huang
, Zahra Khodabakhshi, Ahmed Gomaa, Manuel A. Schmidt, Rainer Fietkau, Matthias Guckenberger, Nicolaus Andratschke, Christoph Bert, Stephanie Tanadini-Lang, Florian Putz:
Multicenter Privacy-Preserving Model Training for Deep Learning Brain Metastases Autosegmentation. CoRR abs/2405.10870 (2024)- [i4]Ahmed Gomaa, Yixing Huang, Amr Hagag, Charlotte Schmitter, Daniel Höfler, Thomas Weissmann, Katharina Breininger, Manuel A. Schmidt, Jenny Stritzelberger, Daniel Delev, Roland Coras, Arnd Dörfler, Oliver Schnell, Benjamin Frey, Udo S. Gaipl, Sabine Semrau, Christoph Bert, Rainer Fietkau, Florian Putz:
Comprehensive Multimodal Deep Learning Survival Prediction Enabled by a Transformer Architecture: A Multicenter Study in Glioblastoma. CoRR abs/2405.12963 (2024) - 2023
- [i3]Philipp Sommer, Yixing Huang, Christoph Bert, Andreas K. Maier, Manuel A. Schmidt, Arnd Dörfler, Rainer Fietkau, Florian Putz:
Risk Classification of Brain Metastases via Radiomics, Delta-Radiomics and Machine Learning. CoRR abs/2302.08802 (2023) - 2022
- [i2]Yixing Huang, Christoph Bert, Stefan Fischer, Manuel A. Schmidt, Arnd Dörfler, Andreas K. Maier, Rainer Fietkau, Florian Putz:
Continual Learning for Peer-to-Peer Federated Learning: A Study on Automated Brain Metastasis Identification. CoRR abs/2204.13591 (2022) - 2021
- [j2]Alexander German, Angelika Mennecke, Jan Martin, Jannis Hanspach, Andrzej Liebert, Jürgen Herrler, Tristan Anselm Kuder, Manuel A. Schmidt, Armin M. Nagel, Michael Uder, Arnd Doerfler, Jürgen Winkler, Moritz Zaiss, Frederik Bernd Laun:
Brain tissues have single-voxel signatures in multi-spectral MRI. NeuroImage 234: 117986 (2021) - [j1]Jan Martin, Alexis Reymbaut, Manuel A. Schmidt, Arnd Doerfler, Michael Uder, Frederik Bernd Laun, Daniel Topgaard:
Nonparametric D-R1-R2 distribution MRI of the living human brain. NeuroImage 245: 118753 (2021) - [i1]Yixing Huang, Christoph Bert, Philipp Sommer, Benjamin Frey, Udo Gaipl, Luitpold V. Distel, Thomas Weissmann, Michael Uder, Manuel A. Schmidt, Arnd Dörfler, Andreas K. Maier, Rainer Fietkau, Florian Putz:
Deep learning for brain metastasis detection and segmentation in longitudinal MRI data. CoRR abs/2112.11833 (2021)
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