Research graph
References from Data-driven risk stratification for preterm birth in Brazil: a population-based study to develop of a machine learning risk assessment approach. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
External reference
Born too soon
2012 · External reference
Increase in preterm births in Brazil: review of population-based studies
2008 · External reference
A Worldwide Epidemic: The Problem and Challenges of Preterm Birth in Low- and Middle-Income Countries
10.1055/s-0035-1571199 · 2016 · External reference
Epidemiology of preterm birth
10.1053/j.semperi.2017.07.009 · 2017 · External reference
Comprehending the lack of access to maternal and neonatal emergency care: Designing solutions based on a space-time approach
10.1371/journal.pone.0235954 · 2020 · External reference
The importance of intersectoral factors in promoting equity-oriented universal health coverage: A multilevel analysis of social determinants affecting neonatal infant and under-five mortality in Bangladesh
10.3402/gha.v9.29741 · 2016 · External reference
Financing universal health coverage - Effects of alternative tax structures on public health systems: Cross-national modelling in 89 low-income and middle-income countries
10.1016/s0140-6736(15)60574-8 · 2015 · External reference
Unresolved reference
External reference
Universal health coverage in Indonesia: concept, progress, and challenges
10.1016/s0140-6736(18)31647-7 · 2019 · External reference
Next steps towards universal health coverage call for global leadership
10.1136/bmj.l2107 · 2019 · External reference
Predictions of Preterm Birth from Early Pregnancy Characteristics: Born in Guangzhou Cohort Study
10.3390/jcm7080185 · 2018 · External reference
Trends and predictors of extreme preterm birth: Western Australian population-based cohort study
10.1371/journal.pone.0214445 · 2019 · External reference
Prediction models for the risk of spontaneous preterm birth based on maternal characteristics: a systematic review and independent external validation
10.1111/aogs.13358 · 2018 · External reference
Epidemiology and causes of preterm birth
10.1016/s0140-6736(08)60074-4 · 2008 · External reference
Global report on preterm birth and stillbirth (2 of 7): discovery science
10.1186/1471-2393-10-s1-s2 · 2010 · External reference
Secular trends in socio-economic status and the implications for preterm birth
10.1111/j.1365-3016.2006.00711.x · 2006 · External reference
The enigma of spontaneous preterm birth
10.1056/nejmra0904308 · 2010 · External reference
Maternal psychological stress and distress as predictors of low birth weight, prematurity and intrauterine growth retardation
10.1038/sj.ejcn.1601526 · 2003 · External reference
Strategies to prevent preterm birth
10.3389/fimmu.2014.00584 · 2014 · External reference
Mortality risk in preterm and small-for-gestational-age infants in low-income and middle-income countries: A pooled country analysis
10.1016/s0140-6736(13)60993-9 · 2013 · External reference
Maternal and neonatal factors related to prematurity
2016 · External reference
Unresolved reference
2009 · External reference
Global report on preterm birth and stillbirth (3 of 7): Evidence for effectiveness of interventions
10.1186/1471-2393-10-s1-s3 · 2010 · External reference
Patterns of routine antenatal care for low-risk pregnancy (Cochrane Review). (Date of most recent substantive update: 18 August 2001)
10.1002/14651858.cd000934 · 2001 · External reference
Guidelines for developing and reporting machine learning predictive models in biomedical research: A multidisciplinary view
10.2196/jmir.5870 · 2016 · External reference
Brazil's unified health system: the first 30 years and prospects for the future
10.1016/s0140-6736(19)31243-7 · 2019 · External reference
Brazil's national program for improving primary care access and quality (PMAQ) fulfilling the potential of the world's largest payment for performance system in primary care
10.1097/jac.0000000000000189 · 2017 · External reference
Oral primary care: An analysis of its impact on the incidence and mortality rates of oral cancer
10.1186/s12885-017-3700-z · 2017 · External reference
IBGE Censo 2010
2010 · External reference
R: A language and environment for statistical computing. R Found
2019 · External reference
Scikit-learn: Machine learning in Python
2011 · External reference
Multiple imputation using chained equations: Issues and guidance for practice
10.1002/sim.4067 · 2011 · External reference
Approximate Statistical Tests for Comparing Supervised Classification Learning Algorithms
10.1162/089976698300017197 · 1998 · External reference
Estimating classification error rate: Repeated cross-validation, repeated hold-out and bootstrap
10.1016/j.csda.2009.04.009 · 2009 · External reference
Empirical Comparison of Cross-Validation and Test Data on Internet Traffic Classification Methods
2019 · External reference
Improving preterm newborn identification in low-resource settings with machine learning
10.1371/journal.pone.0198919 · 2019 · External reference
Prediction of Preterm Deliveries from EHG Signals Using Machine Learning
10.1371/journal.pone.0077154 · 2013 · External reference
Predicting preterm birth among participants of North Carolina's pregnancy medical home program
10.1007/s10995-015-1763-5 · 2015 · External reference
Prevalence and risk factors related to preterm birth in Brazil
2016 · External reference
Analysis of spontaneous preterm labor and birth and its major causes using artificial neural network
10.3346/jkms.2019.34.e1 · 2019 · External reference
Application of machine-learning to predict early spontaneous preterm birth among nulliparous non-Hispanic black and white women
10.1016/j.annepidem.2018.08.008 · 2018 · External reference
Does neighborhood socioeconomic status predict the risk of preterm birth? A community-based Canadian cohort study
10.1136/bmjopen-2018-025341 · 2019 · External reference
Deep learning predicts extreme preterm birth from electronic health records
10.1016/j.jbi.2019.103334 · 2019 · External reference
Analysis of big data for prediction of provider-initiated preterm birth and spontaneous premature deliveries and ranking the predictive features
10.1007/s00404-019-05325-3 · 2019 · External reference
Predicting risk of stillbirth and preterm pregnancies with machine learning
2020 · External reference
Volatile organic compound analysis, a new tool in the quest for preterm birth prediction—an observational cohort study
10.1038/s41598-020-69142-4 · 2020 · External reference
Application of artificial intelligence in early diagnosis of spontaneous preterm labor and birth
10.3390/diagnostics10090733 · 2020 · External reference
Predicting risk of stillbirth and preterm pregnancies with machine learning
2020 · External reference
Maternal periodontitis and preterm birth: Systematic review and meta-analysis
10.1111/cdoe.12450 · 2019 · External reference
Periodontopathogenic microbiota, infectious mechanisms and preterm birth: analysis with structural equations (cohort—BRISA)
10.1007/s00404-019-05355-x · 2019 · External reference
Intrauterine inflammation and preterm delivery
10.1111/j.1749-6632.2010.05684.x · 2010 · External reference
Mode of delivery and preterm birth in subsequent births: A systematic review and meta-analysis
2019 · External reference
Late preterm birth and previous cesarean section: a population-based cohort study
10.1080/14767058.2018.1438397 · 2019 · External reference
Cervical insufficiency following cesarean delivery after prolonged second stage of labor: Experiences of two cases
10.1111/j.1447-0756.2009.01152.x · 2010 · External reference
Cesarean scar pregnancy is a precursor of morbidly adherent placenta
10.1002/uog.13426 · 2014 · External reference
Rate of gestational weight gain, pre-pregnancy body mass index and preterm birth subtypes: A retrospective cohort study from Peru
10.1111/j.1471-0528.2012.03345.x · 2012 · External reference
Advanced maternal age increases the risk of very preterm birth, irrespective of parity: a population-based register study
10.1111/1471-0528.14368 · 2017 · External reference
The Association Between Diabetes Mellitus Among American Indian/Alaska Native Populations with Preterm Birth in Eight US States from 2004–2011
10.1007/s10995-015-1761-7 · 2015 · External reference
A history of prior preeclampsia as a risk factor for preterm birth
2014 · External reference
Effect of maternal age on the risk of preterm birth: A large cohort study
10.1371/journal.pone.0191002 · 2018 · External reference
Maternal age and the risk of adverse pregnancy outcomes: A retrospective cohort study
10.1186/s12884-019-2400-x · 2019 · External reference
Placental vascular pathology findings and pathways to preterm delivery
2009 · External reference
Progesterone supplementation and the prevention of preterm birth
2011 · External reference
One-way SMS and healthcare outcomes in Africa: Systematic review of randomised trials with meta-analysis
10.1371/journal.pone.0217485 · 2019 · External reference
Acceptability of artificial intelligence (AI)-led chatbot services in healthcare: A mixed-methods study
2019 · External reference
Proposta de metodologia para estimar a área de cobertura potencial por equipes de atenção primária
10.26633/rpsp.2019.47 · 2019 · External reference
The international Perinatal Outcomes in the Pandemic (iPOP) study: protocol
10.12688/wellcomeopenres.16507.1 · 2021 · External reference
