[HTML][HTML] Improving prediction of maternal health risks using PCA features and TreeNet model

L Jamel, M Umer, O Saidani, B Alabduallah… - PeerJ Computer …, 2024 - peerj.com
Maternal healthcare is a critical aspect of public health that focuses on the well-being of
pregnant women before, during, and after childbirth. It encompasses a range of services …

Risk Level Prediction for Maternal Health Using Machine Learning Algorithms

D Bajaj, R Kumari, P Bansal - 2023 International Conference …, 2023 - ieeexplore.ieee.org
Machine learning (ML) is a subset of artificial intelligence (AI) that is booming nowadays. It
has the ability to learn from various data available and make predictions about future events …

[PDF][PDF] Improving maternal outcomes: An adaptive and explainable AI solution for mothers in the childbearing age

CO Nwokoro, P Kumar, FM Uzoka… - J. Comput. Biol …, 2023 - researchgate.net
This research leverages the capabilities of explainable artificial intelligence (XAI)
techniques, including Naive Bayes, support vector machine, decision tree, random forest …

Machine learning models for maternal health risk prediction based on clinical data

HA Shifa, MU Mojumdar, MM Rahman… - … on Computing for …, 2024 - ieeexplore.ieee.org
In the healthcare industry, maternal health is of utmost importance because it directly affects
the welfare of both mothers and infants. This study explores the crucial area of predicting …

Machine Learning Algorithm for Maternal Health Risk Classification with SMOTE and Explainable AI

BU Maheswari, A Dixit, AK Karn - 2024 IEEE 9th International …, 2024 - ieeexplore.ieee.org
Targeted obstetric care refers to being specific with the caretaking of a pregnant woman
based on her symptoms and risk levels. It is a crucial task because pregnancy-related …

Risk factor analysis and prediction of Cervical Cancer based on machine learning models

MA Rahman, A Ghosh - 2023 26th International Conference on …, 2023 - ieeexplore.ieee.org
Cervical cancer is a leading cause for women and is threatening women's health globally
and it is difficult to observe any signs in the very early stage. But Machine learning will be a …

Adaboost Based Risk Level Prediction Model For Maternal Health

E EfeoĞlu - 2023 Innovations in Intelligent Systems and …, 2023 - ieeexplore.ieee.org
Most of the pregnant women are ignorant about the risks factors and die from complications
of pregnancy. Therefore, the health data of pregnant women should be constantly …

Smart Maternity: Machine Learning for Safer Prenatal Clinic

J Abuga - European Academic Journal-I, 2023 - eaj.ebujournals.lu
Maternal health is a major public health concern because of its far-reaching implications for
the well-being of both the mother and the child. Most maternal deaths can be prevented if …