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Deep Learning-Based Pathology Image Analysis Enhances Magee Feature Correlation With Oncotype DX Breast Recurrence Score
BACKGROUND: Oncotype DX Recurrence Score (RS) has been widely used to predict chemotherapy benefits in patients with estrogen receptor-positive breast cancer. Studies showed that the features used in Magee equations correlate with RS. We aimed to examine whether deep learning (DL)-based histology im...
Autores principales: | Li, Hongxiao, Wang, Jigang, Li, Zaibo, Dababneh, Melad, Wang, Fusheng, Zhao, Peng, Smith, Geoffrey H., Teodoro, George, Li, Meijie, Kong, Jun, Li, Xiaoxian |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9239530/ https://www.ncbi.nlm.nih.gov/pubmed/35775006 http://dx.doi.org/10.3389/fmed.2022.886763 |
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