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
Formato:	Artigo
Idioma:	Inglês
Publicado:	MDPI AG 2026-05-01
Series:	Computers
Assuntos:	fetal health cardiotocography (CTG) machine learning AdaBoost Gaussian Naïve Bayes Decision Tree
Acceso en liña:	https://www.mdpi.com/2073-431X/15/5/291
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