A novel transfer-learning based physician-level general and subtype classifier for non-small cell lung cancer

A novel transfer-learning based physician-level general and subtype classifier for non-small cell lung cancer

Confirming histological patterns of lung carcinoma is important for determining the prognosis and the next steps of treatment for a patient. Confirming the histologic patterns (subtype) of lung adenocarcinoma is important for determining the prognosis and treatment options for a patient. The task is...

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Bibliographic Details
Main Authors: Bingzhang Qiao, Kawuli Jumai, Julaiti Ainiwaer, Madinyat Niyaz, Yingxin Zhang, Yuqing Ma, Liwei Zhang, Wesley Luh, Ilyar Sheyhidin
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Heliyon
Subjects:
Lung adenocarcinoma
Adenocarcinoma subtype classification
Transfer learning
Weak supervised learning
The cancer genome atlas
Squamous cell carcinoma
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844022032698

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http://www.sciencedirect.com/science/article/pii/S2405844022032698

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