Refining empiric subgroups of pediatric sepsis using machine-learning techniques on observational data

• Main Authors: Yidi Qin (Author), Rebecca I. Caldino Bohn (Author), Aditya Sriram (Author), Kate F. Kernan (Author), Joseph A. Carcillo (Author), Soyeon Kim (Author), Hyun Jung Park (Author)
• Format: Book
• Published: Frontiers Media S.A., 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Sepsis contributes to 1 of every 5 deaths globally with 3 million per year occurring in children. To improve clinical outcomes in pediatric sepsis, it is critical to avoid "one-size-fits-all" approaches and to employ a precision medicine approach. To advance a precision medicine approach t...