Accuracy of machine learning and traditional statistical models in the prediction of postpartum haemorrhage: a systematic review.

Journal: BMJ open
PMID: 40032385

Abstract

OBJECTIVES: To evaluate whether postpartum haemorrhage (PPH) can be predicted using both machine learning (ML) and traditional statistical models.

Authors

  • Thais Baeta
    Universidade Federal de Minas Gerais, Belo Horizonte, Brazil thaisbaeta3@gmail.com.
  • Ana Luiza Lunardi Rocha
    Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.
  • Juliana Almeida Oliveira
    Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.
  • Ana Paula Couto da Silva
    Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.
  • Zilma Silveira Nogueira Reis
    Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.

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