An Automated Segmentation Pipeline for Intratumoural Regions in Animal Xenografts Using Machine Learning and Saturation Transfer MRI

Saturation transfer MRI can be useful in the characterization of different tumour types. It is sensitive to tumour metabolism, microstructure, and microenvironment. This study aimed to use saturation transfer to differentiate between intratumoural regions, demarcate tumour boundaries, and reduce dat...

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Detalles Bibliográficos
Autores principales: Lam, Wilfred W., Oakden, Wendy, Karami, Elham, Koletar, Margaret M., Murray, Leedan, Liu, Stanley K., Sadeghi-Naini, Ali, Stanisz, Greg J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7228927/
https://www.ncbi.nlm.nih.gov/pubmed/32415137
http://dx.doi.org/10.1038/s41598-020-64912-6

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7228927/
https://www.ncbi.nlm.nih.gov/pubmed/32415137
http://dx.doi.org/10.1038/s41598-020-64912-6

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