[HTML][HTML] Comparison of multivariable logistic regression and other machine learning algorithms for prognostic prediction studies in pregnancy care: systematic review …

H Sufriyana, A Husnayain, YL Chen… - JMIR medical …, 2020 - medinform.jmir.org
Background: Predictions in pregnancy care are complex because of interactions among
multiple factors. Hence, pregnancy outcomes are not easily predicted by a single predictor …

Progesterone, cerclage, pessary, or acetylsalicylic acid for prevention of preterm birth in singleton and multifetal pregnancies–A systematic review and meta-analyses

UB Wennerholm, L Bergman, P Kuusela… - Frontiers in …, 2023 - frontiersin.org
Background Preterm birth is the leading cause of childhood mortality and morbidity. We
aimed to provide a comprehensive systematic review on randomized controlled trials (RCTs) …

Incidence, risk factors and consequences of preterm birth–findings from a multi-centric observational study for 14 months in Nepal

A Gurung, J Wrammert, AK Sunny, R Gurung… - Archives of public …, 2020 - Springer
Background Preterm birth is a worldwide epidemic and a leading cause of neonatal
mortality. In this study, we aimed to evaluate the incidence, risk factors and consequences of …

Predicting risk of stillbirth and preterm pregnancies with machine learning

A Koivu, M Sairanen - Health information science and systems, 2020 - Springer
Modelling the risk of abnormal pregnancy-related outcomes such as stillbirth and preterm
birth have been proposed in the past. Commonly they utilize maternal demographic and …

Overly optimistic prediction results on imbalanced data: a case study of flaws and benefits when applying over-sampling

G Vandewiele, I Dehaene, G Kovács, L Sterckx… - Artificial Intelligence in …, 2021 - Elsevier
Abstract Information extracted from electrohysterography recordings could potentially prove
to be an interesting additional source of information to estimate the risk on preterm birth …

A Machine Learning‐Based Prediction Model for Preterm Birth in Rural India

R Raja, I Mukherjee, BK Sarkar - Journal of Healthcare …, 2021 - Wiley Online Library
Preterm birth (PTB) in a pregnant woman is the most serious issue in the field of
Gynaecology and Obstetrics, especially in rural India. In recent years, various clinical …

Preterm birth is associated with xenobiotics and predicted by the vaginal metabolome

WF Kindschuh, F Baldini, MC Liu, J Liao… - Nature …, 2023 - nature.com
Spontaneous preterm birth (sPTB) is a leading cause of maternal and neonatal morbidity
and mortality, yet its prevention and early risk stratification are limited. Previous …

Early prediction of spontaneous preterm birth before 34 gestational weeks based on a combination of inflammation-associated plasma proteins

M Svenvik, J Raffetseder, L Brudin, G Berg… - Frontiers in …, 2024 - frontiersin.org
Background In order to identify and possibly offer prophylactic treatment to women at risk for
preterm birth (PTB), novel prediction models for PTB are needed. Our objective was to utilize …

Routine first‐trimester pre‐eclampsia screening and risk of preterm birth

V Giorgione, O Quintero Mendez… - … in Obstetrics & …, 2022 - Wiley Online Library
Objectives Preterm birth (PTB) is a major public health problem worldwide. It can occur
spontaneously or be medically indicated for obstetric complications, such as pre‐eclampsia …

[PDF][PDF] Preterm birth: Risk factors, interventions for risk reduction, and maternal prognosis

JN Robinson, ER Norwitz - … birth-risk-factors-interventions-for-risk …, 2018 - fabiobatistuta.com
INTRODUCTION—Preterm birth refers to a delivery that occurs before 37 weeks of
gestation. It may or may not be preceded by preterm labor. Seventy to eighty percent of …