Machine Learning Prediction Models for Gestational Diabetes Mellitus: Meta-analysis.

Zheqing Zhang Luqian Yang Wentao Han Yaoyu Wu Linhui Zhang Chun Gao Kui Jiang Yun Liu Huiqun Wu

Published in: Journal of medical Internet research (2022)

Compared to current screening strategies, ML methods are attractive for predicting GDM. To expand their use, the importance of quality assessments and unified diagnostic criteria should be further emphasized.

Keyphrases

machine learning
systematic review
meta analyses
pregnant women
artificial intelligence
big data
case control
deep learning
randomized controlled trial