Prediction model of ocular metastasis from primary liver cancer: Machine learning‐based development and interpretation study

Prediction model of ocular metastasis from primary liver cancer: Machine learning‐based development and interpretation study

Abstract Background Ocular metastasis (OM) is a rare metastatic site of primary liver cancer (PLC). The purpose of this study was to establish a clinical predictive model of OM in PLC patients based on machine learning (ML). Methods We retrospectively collected the clinical data of 1540 PLC patients...

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Main Authors: Jin‐Qi Sun, Shi‐Nan Wu, Zheng‐Lin Mou, Jia‐Yi Wen, Hong Wei, Jie Zou, Qing‐Jian Li, Zhao‐Lin Liu, San Hua Xu, Min Kang, Qian Ling, Hui Huang, Xu Chen, Yi‐Xin Wang, Xu‐Lin Liao, Gang Tan, Yi Shao
Format: Article
Language:English
Published: Wiley 2023-10-01
Series:Cancer Medicine
Subjects:
machine learning
ocular metastasis
primary liver cancer
Shapley additive explanations
XGBoost
Online Access:https://doi.org/10.1002/cam4.6540
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https://doi.org/10.1002/cam4.6540

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