An evaluation of cervical maturity for Chinese women with labor induction by machine learning and ultrasound images

Abstract Background To evaluate the improvement of evaluation accuracy of cervical maturity for Chinese women with labor induction by adding objective ultrasound data and machine learning models to the existing traditional Bishop method. Methods The machine learning model was trained and tested usin...

Full description

Bibliographic Details
Main Authors: Yan-Song Liu, Shan Lu, Hong-Bo Wang, Zheng Hou, Chun-Yu Zhang, Yi-Wen Chong, Shuai Wang, Wen-Zhong Tang, Xiao-Lei Qu, Yan Zhang
Format: Article
Language:English
Published: BMC 2023-10-01
Series:BMC Pregnancy and Childbirth
Subjects:
Online Access:https://doi.org/10.1186/s12884-023-06023-4