Login / Signup

Mapping of UK Biobank clinical codes: Challenges and possible solutions.

Oleg V StroganovAlena FedarovichEmily WongYulia SkovpenElena PakhomovaIvan GrishaginDzmitry FedarovichTania KhasanovaDavid MerbergSandor SzalmaJulie Bryant
Published in: PloS one (2022)
Some of the challenges-the lack of precise one-to-one mapping between ontologies or the need for additional ontology to fully map terms-are general reflecting trade-offs to be made at different steps. Other challenges are due to automatic mapping and can be overcome by leveraging existing mappings, supplemented with automated and manual curation.
Keyphrases
  • high resolution
  • high density
  • deep learning
  • machine learning