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Sensitivity and specificity of an algorithm based on medico-administrative data to identify hospitalized patients with major bleeding presenting to an emergency department.

Emmanuel OgerMarie-Anne BotrelCatherine JuchaultJacques Bouget
Published in: BMC medical research methodology (2019)
Low sensitivity and differential measures of accuracy across bleeding types support the need for specific data collection and medical validation rather than using an ICD-10-based algorithm for assessing the incidence of major bleeding.
Keyphrases
  • case report
  • emergency department
  • atrial fibrillation
  • machine learning
  • electronic health record
  • deep learning
  • big data
  • risk factors
  • data analysis