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External Validation of an Electronic Phenotyping Algorithm Detecting Attention to High Body Mass Index in Pediatric Primary Care.

Anya G BarronAda M FenickKaitlin R MaciejewskiChristy B TurerMona Sharifi
Published in: Applied clinical informatics (2024)
 The electronic phenotyping algorithm had high specificity for detecting attention to high BMI and/or comorbidities in structured EHR inputs. The algorithm's performance may be improved by incorporating unstructured data from clinical notes.
Keyphrases
  • body mass index
  • primary care
  • machine learning
  • deep learning
  • working memory
  • electronic health record
  • high throughput
  • weight gain
  • big data
  • artificial intelligence
  • general practice