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How advanced is the epidemiological transition in Papua New Guinea? New evidence from verbal autopsy.

John D HartViola KwaPaison DakulalaPaulus RipaDale FrankVictor GolpakTimothy AdairDeirdre MclaughlinIan D RileyAlan D Lopez
Published in: International journal of epidemiology (2021)
Health policy in PNG needs to address a 'triple burden' of high infectious mortality, rising NCDs and a high fraction of deaths due to injuries. This study demonstrates the potential of automated VA methods to generate timely, reliable and policy-relevant data on COD patterns in hard-to-reach populations in PNG.
Keyphrases
  • public health
  • healthcare
  • mental health
  • machine learning
  • working memory
  • high throughput
  • deep learning
  • cardiovascular events
  • electronic health record
  • human health
  • genetic diversity
  • data analysis