Image analysis with deep learning to predict breast cancer grade, ER status, histologic subtype, and intrinsic subtype

RNA-based, multi-gene molecular assays are available and widely used for patients with ER-positive/HER2-negative breast cancers. However, RNA-based genomic tests can be costly and are not available in many countries. Methods for inferring molecular subtype from histologic images may identify patient...

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Detalles Bibliográficos
Autores principales: Couture, Heather D., Williams, Lindsay A., Geradts, Joseph, Nyante, Sarah J., Butler, Ebonee N., Marron, J. S., Perou, Charles M., Troester, Melissa A., Niethammer, Marc
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/PMC6120869/
https://www.ncbi.nlm.nih.gov/pubmed/30182055
http://dx.doi.org/10.1038/s41523-018-0079-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6120869/
https://www.ncbi.nlm.nih.gov/pubmed/30182055
http://dx.doi.org/10.1038/s41523-018-0079-1

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