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Deep learning identifies morphological features in breast cancer predictive of cancer ERBB2 status and trastuzumab treatment efficacy
The treatment of patients with ERBB2 (HER2)-positive breast cancer with anti-ERBB2 therapy is based on the detection of ERBB2 gene amplification or protein overexpression. Machine learning (ML) algorithms can predict the amplification of ERBB2 based on tumor morphological features, but it is not kno...
में बचाया:
| में प्रकाशित: | Sci Rep |
|---|---|
| मुख्य लेखकों: | , , , , , , , , , , , , |
| स्वरूप: | Artigo |
| भाषा: | Inglês |
| प्रकाशित: |
Nature Publishing Group UK
2021
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| विषय: | |
| ऑनलाइन पहुंच: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7890057/ https://ncbi.nlm.nih.gov/pubmed/33597560 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-83102-6 |
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