Surgical Methods and Social Factors Are Associated With Long-Term Survival in Follicular Thyroid Carcinoma: Construction and Validation of a Prognostic Model Based on Machine Learning Algorithms

Surgical Methods and Social Factors Are Associated With Long-Term Survival in Follicular Thyroid Carcinoma: Construction and Validation of a Prognostic Model Based on Machine Learning Algorithms

BackgroundThis study aimed to establish and verify an effective machine learning (ML) model to predict the prognosis of follicular thyroid cancer (FTC), and compare it with the eighth edition of the American Joint Committee on Cancer (AJCC) model.MethodsKaplan-Meier method and Cox regression model w...

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Bibliographic Details
Main Authors: Yaqian Mao, Yanling Huang, Lizhen Xu, Jixing Liang, Wei Lin, Huibin Huang, Liantao Li, Junping Wen, Gang Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-06-01
Series:Frontiers in Oncology
Subjects:
follicular thyroid carcinoma
machine learning
surgical methods
marital status
prognostic model
AJCC (TNM) staging system
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2022.816427/full

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https://www.frontiersin.org/articles/10.3389/fonc.2022.816427/full

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