Development of a Machine Learning-Based Predictive Model for Lung Metastasis in Patients With Ewing Sarcoma

Development of a Machine Learning-Based Predictive Model for Lung Metastasis in Patients With Ewing Sarcoma

BackgroundThis study aimed to develop and validate machine learning (ML)-based prediction models for lung metastasis (LM) in patients with Ewing sarcoma (ES), and to deploy the best model as an open access web tool.MethodsWe retrospectively analyzed data from the Surveillance Epidemiology and End Re...

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Bibliographic Details
Main Authors: Wenle Li, Tao Hong, Wencai Liu, Shengtao Dong, Haosheng Wang, Zhi-Ri Tang, Wanying Li, Bing Wang, Zhaohui Hu, Qiang Liu, Yong Qin, Chengliang Yin
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-04-01
Series:Frontiers in Medicine
Subjects:
Ewing sarcoma
lung metastasis
machine learning algorithms
multicenter
web calculator
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2022.807382/full

Internet

https://www.frontiersin.org/articles/10.3389/fmed.2022.807382/full

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