Predicting Fetal Growth with Curve Fitting and Machine Learning

Predicting Fetal Growth with Curve Fitting and Machine Learning

Monitoring fetal growth throughout pregnancy is essential for early detection of developmental abnormalities. This study developed a Taiwan-specific fetal growth reference using a web-based data collection platform and polynomial regression modeling. We analyzed ultrasound data from 980 pregnant wom...

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Bibliographic Details
Main Authors: Huan Zhang, Chuan-Sheng Hung, Chun-Hung Richard Lin, Hong-Ren Yu, You-Cheng Zheng, Cheng-Han Yu, Chih-Min Tsai, Ting-Hsin Huang
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Bioengineering
Subjects:
curve fitting
machine learning
polynomial regression
fetal growth
prenatal ultrasound
Online Access:https://www.mdpi.com/2306-5354/12/7/730
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