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A scoping review of studies using observational data to optimise dynamic treatment regimens.

Robert K MaharMyra B McGuinessBibhas ChakrabortyJohn B CarlinMaarten J IJzermanJulie Anne Simpson
Published in: BMC medical research methodology (2021)
As chronic and progressive conditions become more common, the need will grow for personalised treatments and methods to estimate the effects of DTRs. Observational DTR studies will be necessary, but so far their use to inform clinical practice has been limited. Focusing on simple DTRs, collecting large and rich clinical datasets, and fostering tight partnerships between content experts and data analysts may result in more clinically relevant observational DTR studies.
Keyphrases
  • case control
  • clinical practice
  • electronic health record
  • cross sectional
  • big data
  • blood brain barrier
  • public health
  • machine learning
  • global health
  • deep learning
  • replacement therapy