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Improving the usefulness of mortality data: reclassification of ill-defined causes based on medical records and home interviews in Brazil.

Elizabeth Barboza FrançaLenice Harumi IshitaniRenato Teixeira AzeredoCarolina Cândida da CunhaMaria de Fatima Marinho de Souza
Published in: Revista brasileira de epidemiologia = Brazilian journal of epidemiology (2019)
High proportions of IDCD reassigned to more informative causes after review indicate the success of this approach to correct misclassification in the SIM, an initiative that should be maintained. Training physicians on death certification along with better quality of medical care and access to health services would lead to further improvement.
Keyphrases
  • quality improvement
  • healthcare
  • primary care
  • electronic health record
  • cardiovascular events
  • big data
  • risk factors
  • type diabetes
  • machine learning
  • coronary artery disease
  • data analysis