Machine learning predictive models for grading bronchopulmonary dysplasia: umbilical cord blood IL-6 as a biomarker

• Main Authors: Linan Gao (Author), Pengkun Yang (Author), Chenghan Luo (Author), Mengyuan Lei (Author), Zanyang Shi (Author), Xinru Cheng (Author), Jingdi Zhang (Author), Wenjun Cao (Author), Miaomiao Ren (Author), Luwen Zhang (Author), Bingyu Wang (Author), Qian Zhang (Author)
• Format: Book
• Published: Frontiers Media S.A., 2023-12-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

ObjectivesThis study aimed to analyze the predictive value of umbilical cord blood Interleukin-6 (UCB IL-6) for the severity-graded BPD and to establish machine learning (ML) predictive models in a Chinese population based on the 2019 NRN evidence-based guidelines.MethodsIn this retrospective analys...