Application of Machine Learning Approaches to Predict Postnatal Growth Failure in Very Low Birth Weight Infants.

We have shown the possibility of predicting PGF through machine learning algorithms, especially XGB. Such models may help neonatologists in the early diagnosis of high-risk infants for PGF for early intervention.