Node embedding-based graph autoencoder outlier detection for adverse pregnancy outcomes

Abstract Adverse pregnancy outcomes, such as low birth weight (LBW) and preterm birth (PTB), can have serious consequences for both the mother and infant. Early prediction of such outcomes is important for their prevention. Previous studies using traditional machine learning (ML) models for predicti...

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Bibliographic Details
Main Authors: Wasif Khan, Nazar Zaki, Amir Ahmad, Mohammad M. Masud, Romana Govender, Natalia Rojas-Perilla, Luqman Ali, Nadirah Ghenimi, Luai A. Ahmed
Format: Article
Language:English
Published: Nature Portfolio 2023-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-46726-4