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 …

How accurately can we predict repeat teen pregnancy based on social ecological factors?

JF Harding, B Keating, J Walzer, F **ng… - Developmental …, 2022 - psycnet.apa.org
Many factors at the individual, relationship, family, and community or environmental levels
could predict repeat teen pregnancies or births, but research on certain factors is limited. In …

Predicting Unintended Pregnancy in Senegal by using Machine Learning Models: Evidence from Senegal DHS 2023

MR Khan Majlish, SA Tawhid, G Kibria, N Sakib - medRxiv, 2024 - medrxiv.org
Unintended pregnancy refers to a pregnancy that is either mistimed or unwanted at the time
of conception. Such pregnancies can have harmful effects, including negative impacts on …

Frequency of unwanted pregnancies and its related factors in Tabriz hospitals in 2020

A Taheri, M Vakili, M Mirzaei… - The Iranian Journal of …, 2022 - ijogi.mums.ac.ir
Introduction: Unwanted pregnancies around the world due to the lack of support from
families are a threat to the health of mother and child and one of the causes of increasing …

Machine Learning and Multiple Abortions

P Kumar, C Nicodemo, S Oreffice… - 2024 - econstor.eu
This study employs six Machine Learning methods-Logit, Lasso-Logit, Ridge-Logit, Random
Forest, Extreme Gradient Boosting, and an Ensemble-alongside registry data on abortions in …

The Liberalization of Cannabis Possession Laws and Birth Outcomes: A State-Level Fixed Effects Analysis, 2003–2019

C Sennott, SL Lindsay, BC Kelly, M Vuolo - Population research and policy …, 2022 - Springer
As states liberalize their cannabis laws, cannabis use has become more widespread among
adults across the United States, including pregnant women. As a result, recent research has …

Effects of the Affordable Care Act on Contraception, Pregnancy, and Pregnancy Termination Rates

MD Solomon, EF Zaritsky, M Warton… - Obstetrics & …, 2022 - journals.lww.com
Objective: To investigate the effects of the Affordable Care Act (ACA) and its elimination of
cost-sharing on contraception utilization, pregnancy rates, and abortion rates. Methods: We …

بررسی فراوانی بارداری‌های ناخواسته و عوامل مرتبط با آن در بیمارستان‌های شهر تبریز در سال 1399

طاهری, آیدا, وکیلی, میرزایی, مدرسی… - مجله زنان، مامایی و نازایی …, 2022‎ - ijogi.mums.ac.ir
مقدمه: بارداریهای ناخواسته در سراسر جهان به‌دلیل عدم حمایت خانواده‌ها، تهدیدی برای سلامت مادر و
کودک و از علل افزایش مرگ‌و‌میر آنها و مانع بزرگی در بهبود سلامت باروری و جنسی میباشند. مطالعه …