Association of preterm birth with medications: machine learning analysis using national health insurance data.
Kwang-Sig LeeIn-Seok SongEun Seon KimHae-In KimKi Hoon AhnPublished in: Archives of gynecology and obstetrics (2022)
Preterm birth has strong associations with low socioeconomic status, GERD and medication history such as proton pump inhibitors, sleeping pills and antidepressants. For preventing preterm birth, appropriate medication would be needed alongside preventive measures for GERD and the promotion of socioeconomic status for pregnant women.
Keyphrases
- preterm birth
- health insurance
- pregnant women
- machine learning
- low birth weight
- gestational age
- affordable care act
- healthcare
- big data
- gastroesophageal reflux disease
- major depressive disorder
- electronic health record
- quality improvement
- artificial intelligence
- emergency department
- preterm infants
- pregnancy outcomes
- data analysis