This folder contains several Jupyter notebooks to showcase different possible use cases of the AURORA package. Please have a look at the Jupyter notebooks.
Please support our development by citing the following manuscripts:
Identifying core MRI sequences for reliable automatic brain metastasis segmentation
@article{buchner2023identifying,
title={Identifying core MRI sequences for reliable automatic brain metastasis segmentation},
author={Buchner, Josef A and Peeken, Jan C and Etzel, Lucas and Ezhov, Ivan and Mayinger, Michael and Christ, Sebastian M and Brunner, Thomas B and Wittig, Andrea and Menze, Bjoern H and Zimmer, Claus and others},
journal={Radiotherapy and Oncology},
volume={188},
pages={109901},
year={2023},
publisher={Elsevier}
}
also consider citing the original AURORA manuscript, especially when using the vanilla model:
@article{buchner2022development,
title={Development and external validation of an MRI-based neural network for brain metastasis segmentation in the AURORA multicenter study},
author={Buchner, Josef A and Kofler, Florian and Etzel, Lucas and Mayinger, Michael and Christ, Sebastian M and Brunner, Thomas B and Wittig, Andrea and Menze, Bj{\"o}rn and Zimmer, Claus and Meyer, Bernhard and others},
journal={Radiotherapy and Oncology},
year={2022},
publisher={Elsevier}
}
This project is licensed under the terms of the GNU Affero General Public License v3.0.
Contact us regarding licensing.
If possible please open a GitHub issue here.
For inquiries not suitable for GitHub issues:
Florian Kofler florian.kofler [at] tum.de
Josef Buchner j.buchner [at] tum.de