Yujin Hwang

No ORCID on file · 3 papers in corpus
observational 2023
Association between early preterm birth and maternal exposure to fine particular matter (PM10): A nation-wide population-based cohort study using machine learning
PloS one ·doi:10.1371/journal.pone.0289486

Although preterm birth (PTB), a birth before 34 weeks of gestation accounts for only less than 3% of total births, it is a critical cause of various perinatal morbidity and mortality. Several studies have been conducted on the association b…

observational 2023
Associations of Preterm Birth with Dental and Gastrointestinal Diseases: Machine Learning Analysis Using National Health Insurance Data
International journal of environmental research and public health ·doi:10.3390/ijerph20031732

BACKGROUND: This study uses machine learning with large-scale population data to assess the associations of preterm birth (PTB) with dental and gastrointestinal diseases. METHODS: Population-based retrospective cohort data came from Korea …

observational 2023
Preterm birth and maternal heart disease: A machine learning analysis using the Korean national health insurance database
PloS one ·doi:10.1371/journal.pone.0283959

BACKGROUND: Maternal heart disease is suspected to affect preterm birth (PTB); however, validated studies on the association between maternal heart disease and PTB are still limited. This study aimed to build a prediction model for PTB usin…