Associations of Preterm Birth with Dental and Gastrointestinal Diseases: Machine Learning Analysis Using National Health Insurance Data.
In-Seok SongEun-Saem ChoiEun Seon KimYujin HwangKwang-Sig LeeKi Hoon AhnPublished in: International journal of environmental research and public health (2023)
By using machine learning, we established a valid prediction model for PTB. PTB has strong associations with GERD and infertility. Pregnant women need close surveillance for gastrointestinal and obstetric risks at the same time.
Keyphrases
- health insurance
- preterm birth
- pregnant women
- machine learning
- low birth weight
- affordable care act
- gestational age
- big data
- public health
- electronic health record
- artificial intelligence
- quality improvement
- oral health
- healthcare
- polycystic ovary syndrome
- deep learning
- skeletal muscle
- insulin resistance
- climate change
- risk assessment
- gastroesophageal reflux disease