Preterm birth prediction is the academic field focused on developing and evaluating methods to assess the likelihood of a pregnant individual delivering before 37 weeks of gestation. This research investigates clinical, demographic, biological, and environmental factors to identify individuals at high risk, enabling targeted surveillance and interventions aimed at preventing preterm delivery and improving perinatal outcomes.