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Evaluation of a hybrid pipeline for automated segmentation of solid lesions based on mathematical algorithms and deep learning
We evaluate the accuracy of an original hybrid segmentation pipeline, combining variational and deep learning methods, in the segmentation of CT scans of stented aortic aneurysms, abdominal organs and brain lesions. The hybrid pipeline is trained on 50 aortic CT scans and tested on 10. Additionally,...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9392778/ https://www.ncbi.nlm.nih.gov/pubmed/35987824 http://dx.doi.org/10.1038/s41598-022-18173-0 |