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Classification performance of administrative coding data for detection of invasive fungal infection in paediatric cancer patients.

Jake C ValentineLeon J WorthKarin M VerspoorLisa HallDaniel K YeohKarin A ThurskyJulia E ClarkGabrielle M Haeusler
Published in: PloS one (2020)
ICD-10-AM codes demonstrate moderate sensitivity and PPV to detect IFI in children with cancer. However, specific subsets of proven IFI and invasive candidiasis (codes B37.x) are more accurately coded.
Keyphrases
  • papillary thyroid
  • machine learning
  • young adults
  • intensive care unit
  • deep learning
  • emergency department
  • squamous cell
  • electronic health record
  • candida albicans
  • high intensity
  • big data
  • label free
  • childhood cancer