[HTML][HTML] Reliable prediction models based on enriched data for identifying the mode of childbirth by using machine learning methods: development study

Z Ullah, F Saleem, M Jamjoom, B Fakieh - Journal of Medical Internet …, 2021 - jmir.org
Background The use of artificial intelligence has revolutionized every area of life such as
business and trade, social and electronic media, education and learning, manufacturing …

Exploring machine learning algorithms to find the best features for predicting modes of childbirth

MN Islam, T Mahmud, NI Khan, SN Mustafina… - IEEE …, 2020 - ieeexplore.ieee.org
The mode of delivery is a crucial determinant for ensuring the safety of both mother and
child. The current practice for predicting the mode of delivery is generally the opinion of the …

A novel approach of telemedicine for managing fetal condition based on machine learning technology from IoT-based wearable medical device

A Ashu, S Sharma - Machine Learning and the Internet of Medical Things in …, 2021 - Elsevier
This chapter discusses the characterization, processing, and use of big data which is very
popular these days in healthcare. Today medical data is increasing at fast pace where data …

Performance analysis of classification algorithms on birth dataset

SA Abbas, AU Rehman, F Majeed, A Majid… - IEEE …, 2020 - ieeexplore.ieee.org
Generating intuitions from data using data mining and machine learning algorithms to
predict outcomes is useful area of computing. The application area of data mining …

Prediction of cesarean childbirth using ensemble machine learning methods

NI Khan, T Mahmud, MN Islam… - Proceedings of the 22nd …, 2020 - dl.acm.org
Cesarean section around the world is increasing at an alarming rate. Cesarean section, on
one hand, may introduce different short-term and long-term complications for mother; on …

[PDF][PDF] Predicting the appropriate mode of childbirth using machine learning algorithm

M Kowsher, NJ Prottasha, A Tahabilder… - … Journal of Advanced …, 2021 - researchgate.net
A woman's satisfaction with childbirth may have immediate and long-term effects on her
health as well as on the relationship with her newborn child. The mode of baby delivery is …

Risk assessment of pregnancy-induced hypertension using a machine learning approach

S Wanriko, N Hnoohom… - … conference on digital …, 2021 - ieeexplore.ieee.org
This research aimed to develop a predictive model of the risk assessment of pregnancy-
induced hypertension using a machine learning approach. Pregnancy-induced …

Early Prediction of Maternal Health Risk Factors Using Machine Learning Techniques

M Assaduzzaman, A Al Mamun… - … for Advancement in …, 2023 - ieeexplore.ieee.org
Nowadays, maternal health issues are one of the most challenging issues all over the world.
Many women die each year during pregnancy and after delivery, which is a major cause of …

[PDF][PDF] Implementation of classification algorithms to predict mode of delivery

A Kamat, V Oswal, M Datar - … Journal of Computer Science and Information …, 2015 - Citeseer
During pregnancy, the anxiety associated with the mode of delivery is high. Also, there is an
increase in the number of cases, where doctors suggest C-section delivery when it is …

Machine Learning‐Based Prediction Model of Preterm Birth Using Electronic Health Record

Q Sun, X Zou, Y Yan, H Zhang, S Wang… - Journal of …, 2022 - Wiley Online Library
Objective. Preterm birth (PTB) was one of the leading causes of neonatal death. Predicting
PTB in the first trimester and second trimester will help improve pregnancy outcomes. The …