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Value of a national burden-of-disease study: a comparison of estimates between the Australian Burden of Disease Study 2015 and the Global Burden of Disease Study 2017.

Chenkun ZhaoChing ChoiPaula LawsMichelle GourleyElisabete WeiderpassTim R DriscollLaura KirklandLynelle MoonRichard Juckes
Published in: International journal of epidemiology (2021)
Differences in the ABDS and GBDS estimates reflect the different purposes of local and international studies and differences in data and modelling strategies. The GBDS uses all available evidence and is useful for international comparisons. National studies such as the ABDS have the flexibility to meet local needs and often the advantage of access to unpublished data. It is important that all data sources, inputs and models be assessed for quality and appropriateness. As studies evolve, differences should be accounted for through increased transparency of data and methods.
Keyphrases
  • electronic health record
  • quality improvement
  • machine learning
  • deep learning
  • case control