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FetalNet 1.0: TOPSIS-Guided Ensemble Learning with Genetic Feature Selection and SHAP Explainability for Fetal Health Classification from Cardiotocography

Fetal health assessment is a crucial aspect of prenatal care, aimed at the early detection of potential complications to ensure optimal outcomes for both mother and child. Traditional methods, such as the visual analysis of cardiotocography (CTG) data by healthcare professionals, are valuable but of...

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Principais autores: Shweta, Neha Gupta, Meenakshi Gupta, Massimo Donelli, Yogita Arora, Achin Jain
格式: Artigo
語言:Inglês
出版: MDPI AG 2026-05-01
叢編:Computers
主題:
fetal health
cardiotocography (CTG)
machine learning
AdaBoost
Gaussian Naïve Bayes
Decision Tree
在線閱讀:https://www.mdpi.com/2073-431X/15/5/291
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