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

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

Abstract 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 tran...

Full description

Bibliographic Details
Main Authors: Fahdi Kanavati, Gouji Toyokawa, Seiya Momosaki, Hiroaki Takeoka, Masaki Okamoto, Koji Yamazaki, Sadanori Takeo, Osamu Iizuka, Masayuki Tsuneki
Format: Article
Language:English
Published: Nature Publishing Group 2021-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-87644-7

Internet

https://doi.org/10.1038/s41598-021-87644-7

Similar Items