Machine-Learning vs. Expert-Opinion Driven Logistic Regression Modelling for Predicting 30-Day Unplanned Rehospitalisation in Preterm Babies: A Prospective, Population-Based Study (EPIPAGE 2)

• Main Authors: Robert A. Reed (Author), Andrei S. Morgan (Author), Jennifer Zeitlin (Author), Pierre-Henri Jarreau (Author), Héloïse Torchin (Author), Véronique Pierrat (Author), Pierre-Yves Ancel (Author), Babak Khoshnood (Author)
• Format: Book
• Published: Frontiers Media S.A., 2021-02-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Introduction: Preterm babies are a vulnerable population that experience significant short and long-term morbidity. Rehospitalisations constitute an important, potentially modifiable adverse event in this population. Improving the ability of clinicians to identify those patients at the greatest risk...