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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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Autori principali: Huan Zhang, Chuan-Sheng Hung, Chun-Hung Richard Lin, Hong-Ren Yu, You-Cheng Zheng, Cheng-Han Yu, Chih-Min Tsai, Ting-Hsin Huang
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI AG 2025-07-01
Serie:Bioengineering
Soggetti:
curve fitting
machine learning
polynomial regression
fetal growth
prenatal ultrasound
Accesso online:https://www.mdpi.com/2306-5354/12/7/730
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