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Evaluation of Natural Language Processing for the Identification of Crohn Disease-Related Variables in Spanish Electronic Health Records: A Validation Study for the PREMONITION-CD Project.

Carmen MontotoFrancisco Javier García-AlonsoIvan GuerraRocío Plaza-SantosRamón Pajares VillarroyaLuis Moreno AlmazánMaría Del Carmen López MartínMercedes Domínguez AntonayaIsabel Vera MendozaJesús AparicioVicente MartínezIgnacio TagarroAlonso Fernandez-NistalLea CanalesSebastian MenkeFernando Gomollón-Belnull null
Published in: JMIR medical informatics (2022)
This evaluation demonstrates the ability of the EHRead technology to identify patients with CD and their related variables from the free text of EHRs. To the best of our knowledge, this study is the first to use a cNLP system for the identification of CD in EHRs written in Spanish.
Keyphrases
  • electronic health record
  • healthcare
  • nk cells
  • autism spectrum disorder
  • quality improvement
  • adverse drug