Automated prediction of early spontaneous miscarriage based on the analyzing ultrasonographic gestational sac imaging by the convolutional neural network: a case-control and cohort study

• Main Authors: Yu Wang (Author), Qixin Zhang (Author), Chenghuan Yin (Author), Lizhu Chen (Author), Zeyu Yang (Author), Shanshan Jia (Author), Xue Sun (Author), Yuzuo Bai (Author), Fangfang Han (Author), Zhengwei Yuan (Author)
• Format: Book
• Published: BMC, 2022-08-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Abstract Background It is challenging to predict the outcome of the pregnancy when fetal heart activity is detected in early pregnancy. However, an accurate prediction is of importance for obstetricians as it helps to provide appropriate consultancy and determine the frequency of ultrasound examinat...