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...

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Detalles Bibliográficos
Autores principales: Lin, Wen-Wei, Lin, Jia-Wei, Huang, Tsung-Ming, Li, Tiexiang, Yueh, Mei-Heng, Yau, Shing-Tung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
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

Internet

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

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