Interpreting the role of nuchal fold for fetal growth restriction prediction using machine learning

• Main Authors: Teng, Lung Yun, Mattar, Citra Nurfarah Zaini, Biswas, Arijit, Hoo, Wai Lam, Saw, Shier Nee
• Format: Article
• Published: Nature Research 2022
• Subjects: Q Science (General); RG Gynecology and obstetrics
• Online Access: http://eprints.um.edu.my/42038/

The objective of the study is to investigate the effect of Nuchal Fold (NF) in predicting Fetal Growth Restriction (FGR) using machine learning (ML), to explain the model's results using model-agnostic interpretable techniques, and to compare the results with clinical guidelines. This study use...