[HTML][HTML] Understanding and predicting pregnancy termination in Bangladesh: A comprehensive analysis using a hybrid machine learning approach

R Rahman, A Talukder, S Das, J Saha, H Sarma - Medicine, 2024 - journals.lww.com
Reproductive health issues, including unsafe pregnancy termination, remain a significant
concern for women in developing nations. This study focused on investigating and …

Predicting Pregnancy Termination with Key Factors Through Machine Learning Approaches: A Pooled Analysis of 51 Low-and Middle-Income Countries

X Li, Q He, K Tang - Available at SSRN 4445182 - papers.ssrn.com
Background: Pregnancy termination poses a considerable burden on maternal health,
especially in low-and middle-income countries (LMICs). This study aims to identify the key …

Performance evaluation of machine learning algorithm for classification of unintended pregnancy among married women in bangladesh

MI Hossain, MJ Habib, AAS Saleheen… - Journal of …, 2022 - Wiley Online Library
Intended pregnancy is one of the significant indicators of women's well‐being. Globally, 74
million women become pregnant every year without planning. Unintended pregnancies …

Bayesian spatial analysis of socio-demographic factors influencing pregnancy termination and its residual geographic variation among ever-married women of …

R Zahan, CX Feng - BMC Public Health, 2020 - Springer
Background Unsafe pregnancy termination is a major public health concern among
reproductive-aged women in many developing countries. This study evaluated the socio …

Factors associated with terminated pregnancies in Sri Lanka: A case study of the Sri Lankan Demographic and health survey (DHS) 2016

KAS Thabrew, RACS Ranawaka… - Plos one, 2024 - journals.plos.org
Pregnancy termination is considered to have adverse effects on women's health and to have
created financial, economic, and social problems in their lives. This study aimed to identify …

[HTML][HTML] Machine Learning Algorithm-Based Contraceptive Practice among Ever-Married Women in Bangladesh: A Hierarchical Machine Learning Classification …

I Haq, MI Hossain, MM Rahman… - … Annual Volume 2022, 2022 - intechopen.com
Contraception enables women to exercise their human right to choose the number and
spacing of their children. The present study identified the best model selection procedure …

Machine learning to predict unintended pregnancy among reproductive-age women in Ethiopia: evidence from EDHS 2016

DN Mamo, YH Gebremariam, JB Adem, SD Kebede… - BMC Women's …, 2024 - Springer
Background An unintended pregnancy is a pregnancy that is either unwanted or mistimed,
such as when it occurs earlier than desired. It is one of the most important issues the public …

Predictors of pregnancy termination among young women in Ghana: Empirical evidence from the 2014 demographic and health survey data

BO Ahinkorah, AA Seidu, JE Hagan Jr, AG Archer… - Healthcare, 2021 - mdpi.com
Pregnancy termination remains a delicate and contentious reproductive health issue
because of a variety of political, economic, religious, and social reasons. The present study …

A quantitative study on: Women's reproductive health complication termination of pregnancy among ever-married women of Bangladesh.

T Sultana - 2021 - diva-portal.org
Termination of pregnancies is a public health concern in many developing countries. In
Bangladesh women faces barrier to access health care service for pregnancy termination …

Performance Evaluation of Machine Learning Algorithms for Determining Influential Factors of Antenatal Care Visits in Bangladesh

HM Nayem, MM Hossain, S Aziz, T Rahman, SS Trisha… - 2023 - researchsquare.com
Antenatal care (ANC) is a crucial part of the ongoing care that a mother receives before and
throughout her pregnancy, at the time of delivery, and during the recovery period. This study …