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Evaluating phecodes, clinical classification software, and ICD-9-CM codes for phenome-wide association studies in the electronic health record.

Wei-Qi WeiLisa A BastaracheRobert J CarrollJoy E MarloTravis J OstermanEric R GamazonNancy J CoxDan M RodenJoshua C Denny
Published in: PloS one (2017)
Our results suggest that the phecode groupings better align with clinical diseases mentioned in clinical practice or for genomic studies. ICD-9-CM, CCS, and phecode groupings all worked for PheWAS-type studies, though the phecode groupings produced superior results.
Keyphrases
  • electronic health record
  • case control
  • clinical practice
  • deep learning
  • clinical decision support
  • dna methylation