Application of machine-learning to predict early spontaneous preterm birth among nulliparous non-Hispanic black and white women

Keyphrases

• Non-Hispanic White 100%
• Non-Hispanic Black Women 100%
• Spontaneous Preterm Birth (sPTB) 100%
• White Women 100%
• Machine Learning Applications 100%
• Census Tract 40%
• United States 20%
• Singleton Pregnancy 20%
• Nulliparous Women 20%
• Individual Risk 20%
• Birth Certificate 20%
• Receiver Operating Characteristic Curve 20%
• Other-race 20%
• Race-ethnicity 20%
• Racial-ethnic Groups 20%
• Perinatal Mortality 20%
• Administrative Data 20%
• Machine Learning 20%
• Multiple Imputation 20%
• Hospital Discharge Records 20%
• Birth Cohort 20%
• First-time Mothers 20%
• Improved Prediction 20%
• Missing Covariates 20%
• Multilevel Data 20%
• Advanced Statistical Methods 20%

Medicine and Dentistry

• Premature Labor 100%
• Nulliparous 100%
• Biological Marker 20%
• Clinician 20%
• Population Research 20%
• Perinatal Mortality 20%
• Birth Certificate 20%
• Ethnic Group 20%

Pharmacology, Toxicology and Pharmaceutical Science

• Premature Labor 100%
• Biological Marker 20%
• Perinatal Mortality 20%