Deep-learning-based survival prediction of patients with cutaneous malignant melanoma

Deep-learning-based survival prediction of patients with cutaneous malignant melanoma

BackgroundThis study obtained data on patients with cutaneous malignant melanoma (CMM) from the Surveillance, Epidemiology, and End Results (SEER) database, and used a deep learning and neural network (DeepSurv) model to predict the survival rate of patients with CMM and evaluate its effectiveness.M...

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Bibliographic Details
Main Authors: Hai Yu, Wei Yang, Shi Wu, Shaohui Xi, Xichun Xia, Qi Zhao, Wai-kit Ming, Lifang Wu, Yunfeng Hu, Liehua Deng, Jun Lyu
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-03-01
Series:Frontiers in Medicine
Subjects:
DeepSurv
cutaneous malignant melanoma
neural network
survival prediction
SEER
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2023.1165865/full

Internet

https://www.frontiersin.org/articles/10.3389/fmed.2023.1165865/full

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