Login / Signup

Unstructured Data Are Superior to Structured Data for Eliciting Quantitative Smoking History From the Electronic Health Record.

John C RuckdeschelMark RileySriram ParsatharathyRajesh ChamarthiChakethraman RajagopalHui Shuang HsuDoug MangoldChiny Driscoll
Published in: JCO clinical cancer informatics (2023)
Unstructured data, obtained by NLP, can accurately identify a precise cohort that meets the USPSTF guidelines for LDCT.
Keyphrases
  • electronic health record
  • clinical decision support
  • big data
  • high resolution
  • smoking cessation
  • clinical practice
  • mass spectrometry
  • deep learning