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The use of natural language processing for the identification of ageing syndromes including sarcopenia, frailty and falls in electronic healthcare records: a systematic review.

Mo OsmanRachel CooperAvan A SayerMiles D Witham
Published in: Age and ageing (2024)
Current evidence suggests that Natural Language Processing algorithms can identify ageing syndromes in electronic health records. However, algorithms require testing in rigorously designed diagnostic accuracy studies with appropriate metrics reported.
Keyphrases
  • electronic health record
  • machine learning
  • community dwelling
  • healthcare
  • autism spectrum disorder
  • deep learning
  • clinical decision support
  • adverse drug
  • skeletal muscle
  • case control