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A deep learning model for the classification of indeterminate lung carcinoma in biopsy whole slide images

The differentiation between major histological types of lung cancer, such as adenocarcinoma (ADC), squamous cell carcinoma (SCC), and small-cell lung cancer (SCLC) is of crucial importance for determining optimum cancer treatment. Hematoxylin and Eosin (H&E)-stained slides of small transbronchia...

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Detalles Bibliográficos
Autores principales: Kanavati, Fahdi, Toyokawa, Gouji, Momosaki, Seiya, Takeoka, Hiroaki, Okamoto, Masaki, Yamazaki, Koji, Takeo, Sadanori, Iizuka, Osamu, Tsuneki, Masayuki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8046816/
https://www.ncbi.nlm.nih.gov/pubmed/33854137
http://dx.doi.org/10.1038/s41598-021-87644-7