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Clinical-grade computational pathology using weakly supervised deep learning on whole slide images
The development of decision support systems for pathology and their deployment in clinical practice have been hindered by the need for large manually annotated datasets. To overcome this problem, we present a multiple instance learning-based deep learning system that uses only the reported diagnoses...
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| Yayımlandı: | Nat Med |
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| Asıl Yazarlar: | , , , , , , , , , |
| Materyal Türü: | Artigo |
| Dil: | Inglês |
| Baskı/Yayın Bilgisi: |
2019
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| Konular: | |
| Online Erişim: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7418463/ https://ncbi.nlm.nih.gov/pubmed/31308507 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41591-019-0508-1 |
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