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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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Detalles Bibliográficos
Autores principales: Halicek, Martin, Shahedi, Maysam, Little, James V., Chen, Amy Y., Myers, Larry L., Sumer, Baran D., Fei, Baowei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6773771/
https://www.ncbi.nlm.nih.gov/pubmed/31575946
http://dx.doi.org/10.1038/s41598-019-50313-x