Fetal Birth Weight Prediction in the Third Trimester: Retrospective Cohort Study and Development of an Ensemble Model

Abstract BackgroundAccurate third-trimester birth weight prediction is vital for reducing adverse outcomes, and machine learning (ML) offers superior precision over traditional ultrasound methods. ObjectiveThis study aims to develop an ML model on the basis of clin...

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Bibliographic Details
Main Authors: Jing Gao, Xu Jie, Yujun Yao, Jingdong Xue, Lei Chen, Ruiyao Chen, Jiayuan Chen, Weiwei Cheng
Format: Article
Language:English
Published: JMIR Publications 2025-03-01
Series:JMIR Pediatrics and Parenting
Online Access:https://pediatrics.jmir.org/2025/1/e59377
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