Deep learning-based six-type classifier for lung cancer and mimics from histopathological whole slide images: a retrospective study

Deep learning-based six-type classifier for lung cancer and mimics from histopathological whole slide images: a retrospective study

Abstract Background Targeted therapy and immunotherapy put forward higher demands for accurate lung cancer classification, as well as benign versus malignant disease discrimination. Digital whole slide images (WSIs) witnessed the transition from traditional histopathology to computational approaches...

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Bibliographic Details
Main Authors: Huan Yang, Lili Chen, Zhiqiang Cheng, Minglei Yang, Jianbo Wang, Chenghao Lin, Yuefeng Wang, Leilei Huang, Yangshan Chen, Sui Peng, Zunfu Ke, Weizhong Li
Format: Article
Language:English
Published: BMC 2021-03-01
Series:BMC Medicine
Subjects:
Deep learning
Lung cancer
Cancer mimic
Whole slide image
Histopathological classification
Online Access:https://doi.org/10.1186/s12916-021-01953-2

Internet

https://doi.org/10.1186/s12916-021-01953-2

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