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

• Main Authors: Yan-Song Liu (Author), Shan Lu (Author), Hong-Bo Wang (Author), Zheng Hou (Author), Chun-Yu Zhang (Author), Yi-Wen Chong (Author), Shuai Wang (Author), Wen-Zhong Tang (Author), Xiao-Lei Qu (Author), Yan Zhang (Author)
• Format: Book
• Published: BMC, 2023-10-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

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...