Fetal weight estimation based on deep neural network: a retrospective observational study

• Main Authors: Yifei Wang (Author), Yi Shi (Author), Chenjie Zhang (Author), Kaizhen Su (Author), Yixiao Hu (Author), Lei Chen (Author), Yanting Wu (Author), Hefeng Huang (Author)
• Format: Book
• Published: BMC, 2023-08-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Abstract Background Improving the accuracy of estimated fetal weight (EFW) calculation can contribute to decision-making for obstetricians and decrease perinatal complications. This study aimed to develop a deep neural network (DNN) model for EFW based on obstetric electronic health records. Methods...