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A novel 2-phase residual U-net algorithm combined with optimal mass transportation for 3D brain tumor detection and segmentation
Utilizing the optimal mass transportation (OMT) technique to convert an irregular 3D brain image into a cube, a required input format for a U-net algorithm, is a brand new idea for medical imaging research. We develop a cubic volume-measure-preserving OMT (V-OMT) model for the implementation of this...
| 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/PMC9018750/ https://www.ncbi.nlm.nih.gov/pubmed/35440793 http://dx.doi.org/10.1038/s41598-022-10285-x |