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Automated organ segmentation for 3D T2w fetal body MRI

This repository contains MONAI-based scripts for automated segmentation of body organs in 3D DSVR-reconstructed images of T2w fetal body MRI. The segmentation protocol includes 10 organ ROIs relevant to volumetry studies. An example of parcellation labels is publicly availalbe in KCL CDB fetal body atlas repository.

SVRTK

The scripts were installed in the corresponding Fetal SVRTK docker containers together with network weights and SVRTK software.

License

The 3D Fetal MRI package and all scripts are distributed under the terms of the Apache License Version 2. The license enables usage of SVRTK in both commercial and non-commercial applications, without restrictions on the licensing applied to the combined work.

Citation and acknowledgements

In case you found this useful please give appropriate credit to the software (SVRTK dockers).

Uus, A. U., Hall, M., Grigorescu, I., Avena Zampieri, C., Egloff Collado, A., Payette, K., Matthew, J., Kyriakopoulou, V., Hajnal, J. V., Hutter, J., Rutherford, M. A., Deprez, M., Story, L. (2023) 3D T2w fetal body MRI: automated organ volumetry, growth charts and population-averaged atlas. medRxiv 2023.05.31.23290751; doi: https://doi.org/10.1101/2023.05.31.23290751

Disclaimer

This software has been developed for research purposes only, and hence should not be used as a diagnostic tool. In no event shall the authors or distributors be liable to any direct, indirect, special, incidental, or consequential damages arising of the use of this software, its documentation, or any derivatives thereof, even if the authors have been advised of the possibility of such damage.

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MONAI-based organ segmentation for 3D fetal body MRI

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