Comparison of Multivariable Logistic Regression and Machine Learning Models for Predicting Bronchopulmonary Dysplasia or Death in Very Preterm Infants

• Main Authors: Faiza Khurshid (Author), Helen Coo (Author), Amal Khalil (Author), Jonathan Messiha (Author), Joseph Y. Ting (Author), Jonathan Wong (Author), Prakesh S. Shah (Author)
• Format: Book
• Published: Frontiers Media S.A., 2021-12-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Bronchopulmonary dysplasia (BPD) is the most prevalent and clinically significant complication of prematurity. Accurate identification of at-risk infants would enable ongoing intervention to improve outcomes. Although postnatal exposures are known to affect an infant's likelihood of developing...