Determining breast cancer biomarker status and associated morphological features using deep learning

BACKGROUND: Breast cancer management depends on biomarkers including estrogen receptor, progesterone receptor, and human epidermal growth factor receptor 2 (ER/PR/HER2). Though existing scoring systems are widely used and well-validated, they can involve costly preparation and variable interpretatio...

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Detalles Bibliográficos
Autores principales: Gamble, Paul, Jaroensri, Ronnachai, Wang, Hongwu, Tan, Fraser, Moran, Melissa, Brown, Trissia, Flament-Auvigne, Isabelle, Rakha, Emad A., Toss, Michael, Dabbs, David J., Regitnig, Peter, Olson, Niels, Wren, James H., Robinson, Carrie, Corrado, Greg S., Peng, Lily H., Liu, Yun, Mermel, Craig H., Steiner, David F., Chen, Po-Hsuan Cameron
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9037318/
https://www.ncbi.nlm.nih.gov/pubmed/35602213
http://dx.doi.org/10.1038/s43856-021-00013-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9037318/
https://www.ncbi.nlm.nih.gov/pubmed/35602213
http://dx.doi.org/10.1038/s43856-021-00013-3

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