Development and validation of a deep learning model to predict survival of patients with esophageal cancer

Development and validation of a deep learning model to predict survival of patients with esophageal cancer

ObjectiveTo compare the performance of a deep learning survival network with the tumor, node, and metastasis (TNM) staging system in survival prediction and test the reliability of individual treatment recommendations provided by the network.MethodsIn this population-based cohort study, we developed...

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Bibliographic Details
Main Authors: Chen Huang, Yongmei Dai, Qianshun Chen, Hongchao Chen, Yuanfeng Lin, Jingyu Wu, Xunyu Xu, Xiao Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-08-01
Series:Frontiers in Oncology
Subjects:
deep learning
esophageal cancer
DeepSurv
survival prediction
treatment recommendation
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2022.971190/full

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