A machine learning approach to radiogenomics of breast cancer: a study of 922 subjects and 529 DCE-MRI features

BACKGROUND: Recent studies showed preliminary data on associations of MRI-based imaging phenotypes of breast tumours with breast cancer molecular, genomic, and related characteristics. In this study, we present a comprehensive analysis of this relationship. METHODS: We analysed a set of 922 patients...

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Detalles Bibliográficos
Autores principales: Saha, Ashirbani, Harowicz, Michael R., Grimm, Lars J., Kim, Connie E., Ghate, Sujata V., Walsh, Ruth, Mazurowski, Maciej A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6134102/
https://www.ncbi.nlm.nih.gov/pubmed/30033447
http://dx.doi.org/10.1038/s41416-018-0185-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6134102/
https://www.ncbi.nlm.nih.gov/pubmed/30033447
http://dx.doi.org/10.1038/s41416-018-0185-8

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