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Head and Neck Cancer Detection in Digitized Whole-Slide Histology Using Convolutional Neural Networks

Primary management for head and neck cancers, including squamous cell carcinoma (SCC), involves surgical resection with negative cancer margins. Pathologists guide surgeons during these operations by detecting cancer in histology slides made from the excised tissue. In this study, 381 digitized, his...

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Bibliografske podrobnosti
izdano v:Sci Rep
Main Authors: Halicek, Martin, Shahedi, Maysam, Little, James V., Chen, Amy Y., Myers, Larry L., Sumer, Baran D., Fei, Baowei
Format: Artigo
Jezik:Inglês
Izdano: Nature Publishing Group UK 2019
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6773771/
https://ncbi.nlm.nih.gov/pubmed/31575946
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-50313-x
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