Diagnostic Performance of Machine Learning-based Models in Neonatal Sepsis: A Systematic Review.

Journal: The Pediatric infectious disease journal
PMID:

Abstract

BACKGROUND: Timely diagnosis of neonatal sepsis is challenging. We aimed to systematically evaluate the diagnostic performance of sophisticated machine learning (ML) techniques for the prediction of neonatal sepsis.

Authors

  • Deepika Kainth
    From the Department of Pediatrics, All India Institute of Medical Sciences.
  • Satya Prakash
    VistaMilk SFI Research Centre, Dublin, Ireland.
  • M Jeeva Sankar
    From the Department of Pediatrics, All India Institute of Medical Sciences.