ROC curves of different ML-based models.

<div><p>Background and Objective</p><p>Bangladesh, a South Asian country, continues to face significant challenges in maternal health, as reflected by its high maternal mortality ratio (MMR). According to the 2022 Bangladesh Demographic and Health Survey (BDHS), the MMR is 15...

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Bibliographic Details
Main Author:	Md. A. Salam (22386223) (author)
Other Authors:	Md. Merajul Islam (12646837) (author), Md. Rezaul Karim (7225511) (author)
Published:	2025
Subjects:	Medicine Cell Biology Biotechnology Cancer Infectious Diseases Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified utilizing antenatal care south asian country machine learning algorithms husband &# 8217 face significant challenges enables early detection artificial neural network least four visits reducing maternal mortality important predictors associated 2022 bangladesh demographic evaluated using accuracy extreme gradient boosting xlink "> bangladesh predict anc visits xlink "> gradient boosting anc visits maternal healthcare maternal health influential predictors influencing predictors adaptive boosting wealth index training set study aimed stepwise regression seeking behavior safe childbirth rg model rg ), recent years random forest promotes health prepares women predictive performance outcome variable nearest neighbors logistic regression health survey employed boruta despite improvements decision tree crucial intervention bdhs ), 72 %, 51 %, 49 years 46 %, 000 births
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ROC curves of different ML-based models.

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