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

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...

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Detalles Bibliográficos
Autores principales: Teng, Lung Yun, Mattar, Citra Nurfarah Zaini, Biswas, Arijit, Hoo, Wai Lam, Saw, Shier Nee
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8913636/
https://www.ncbi.nlm.nih.gov/pubmed/35273269
http://dx.doi.org/10.1038/s41598-022-07883-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8913636/
https://www.ncbi.nlm.nih.gov/pubmed/35273269
http://dx.doi.org/10.1038/s41598-022-07883-0

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