Automated approach for fetal and maternal health management using light gradient boosting model with SHAP explainable AI

Automated approach for fetal and maternal health management using light gradient boosting model with SHAP explainable AI

Fetal health holds paramount importance in prenatal care and obstetrics, as it directly impacts the wellbeing of mother and fetus. Monitoring fetal health through pregnancy is crucial for identifying and addressing potential risks and complications that may arise. Early detection of abnormalities an...

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Bibliographic Details
Main Authors: Nisreen Innab, Shtwai Alsubai, Ebtisam Abdullah Alabdulqader, Aisha Ahmed Alarfaj, Muhammad Umer, Silvia Trelova, Imran Ashraf
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-12-01
Series:Frontiers in Public Health
Subjects:
public health
risk perceptions
healthcare
mother and child care
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2024.1462693/full
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https://www.frontiersin.org/articles/10.3389/fpubh.2024.1462693/full

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