The Prediction of Preterm Birth Using Time-Series Technology-Based Machine Learning: Retrospective Cohort Study.

Yichao Zhang Sha Lu Yina Wu Wensheng Hu Zhenming Yuan

Published in: JMIR medical informatics (2022)

The results of this study will be helpful to the formulation of guidelines for the prevention and treatment of preterm birth, and will help clinicians make correct decisions during obstetric examinations. The time-series model has advantages for preterm birth prediction.

Keyphrases

preterm birth
low birth weight
machine learning
gestational age
pregnant women
drug delivery
palliative care
artificial intelligence
big data
deep learning
replacement therapy