Two-stage learning-based prediction of bronchopulmonary dysplasia in very low birth weight infants: a nationwide cohort study

• Main Authors: Jae Kyoon Hwang (Author), Dae Hyun Kim (Author), Jae Yoon Na (Author), Joonhyuk Son (Author), Yoon Ju Oh (Author), Donggoo Jung (Author), Chang-Ryul Kim (Author), Tae Hyun Kim (Author), Hyun-Kyung Park (Author)
• Format: Book
• Published: Frontiers Media S.A., 2023-06-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

IntroductionThe aim of this study is to develop an enhanced machine learning-based prediction models for bronchopulmonary dysplasia (BPD) and its severity through a two-stage approach integrated with the duration of respiratory support (RSd) using prenatal and early postnatal variables from a nation...