Proposing a machine-learning based method to predict stillbirth before and during delivery and ranking the features: nationwide retrospective cross-sectional study

• मुख्य लेखकों: Toktam Khatibi (लेखक), Elham Hanifi (लेखक), Mohammad Mehdi Sepehri (लेखक), Leila Allahqoli (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: BMC, 2021-03-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: Connect to this object online.

Abstract Background Stillbirth is defined as fetal loss in pregnancy beyond 28 weeks by WHO. In this study, a machine-learning based method is proposed to predict stillbirth from livebirth and discriminate stillbirth before and during delivery and rank the features. Method A two-step stack ensemble...