Machine Learning-Based Prediction of Large-for-Gestational Age Infants in Mothers with Gestational Diabetes Mellitus.

Mei KangChengguang ZhuMengyu LaiJianrong WengYan ZhuangHuichen HeYan QiuYixia WuZhangxuan QiWeixia ZhangXianming Xu Yanhong Zhu Yu-Fan WangXiaokang Yang

Published in: The Journal of clinical endocrinology and metabolism (2024)

We demonstrated better performance in predicting LGA infants among women with GDM using the AI based fusion model. The characteristics of the CGM profiles allowed us to determine the appropriate window for intervention.

Keyphrases

gestational age
machine learning
birth weight
preterm birth
artificial intelligence
randomized controlled trial
pregnant women
big data
pregnancy outcomes
body mass index