A deep learning-based framework for lung cancer survival analysis with biomarker interpretation

A deep learning-based framework for lung cancer survival analysis with biomarker interpretation

Abstract Background Lung cancer is the leading cause of cancer-related deaths in both men and women in the United States, and it has a much lower five-year survival rate than many other cancers. Accurate survival analysis is urgently needed for better disease diagnosis and treatment management. Resu...

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Bibliographic Details
Main Authors: Lei Cui, Hansheng Li, Wenli Hui, Sitong Chen, Lin Yang, Yuxin Kang, Qirong Bo, Jun Feng
Format: Article
Language:English
Published: BMC 2020-03-01
Series:BMC Bioinformatics
Subjects:
Cell detection
Deep learning
Feature learning
Survival analysis
Online Access:http://link.springer.com/article/10.1186/s12859-020-3431-z

Internet

http://link.springer.com/article/10.1186/s12859-020-3431-z

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