Changepoint analysis of gestational age and birth weight: proposing a refinement of Diagnosis Related Groups.

Olga EndrichKaren TriepNenad TorbicaChristos T NakasMathias NelleMartin FiedlerLuigi Raio

Published in: Pediatric research (2019)

A novel method of classification of newborn cases by changepoint analysis was developed, providing the possibility to assign costs or outcome indicators to grouping mechanisms by gestational age and birth weight combined.

Keyphrases

birth weight
gestational age
preterm birth
weight gain
machine learning
deep learning
body mass index