Dynamic prediction model of fetal growth restriction based on support vector machine and logistic regression algorithm

Dynamic prediction model of fetal growth restriction based on support vector machine and logistic regression algorithm

BackgroundThis study analyzed the influencing factors of fetal growth restriction (FGR), and selected epidemiological and fetal parameters as risk factors for FGR.ObjectiveTo establish a dynamic prediction model of FGR.MethodsThis study used two methods, support vector machine (SVM) and multivariate...

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Bibliographic Details
Main Authors: Cuiting Lian, Yan Wang, Xinyu Bao, Lin Yang, Guoli Liu, Dongmei Hao, Song Zhang, Yimin Yang, Xuwen Li, Yu Meng, Xinyu Zhang, Ziwei Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Surgery
Subjects:
fetal growth restriction
FGR
dynamic prediction
prediction model
multiple gestational weeks
Online Access:https://www.frontiersin.org/articles/10.3389/fsurg.2022.951908/full

Internet

https://www.frontiersin.org/articles/10.3389/fsurg.2022.951908/full

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