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Clinical Data Prediction Model to Identify Patients With Early-Stage Pancreatic Cancer.

Qinyu ChenDaniel R CherryVinit NalawadeEdmund M QiaoAbhishek KumarAndrew M LowyDaniel R SimpsonJames D Murphy
Published in: JCO clinical cancer informatics (2021)
Prediction models using EHR data show promise in the early detection of pancreatic cancer. Although widespread use of this approach on an unselected population would produce high rates of false-positive tests, this technique may be rapidly impactful if deployed among high-risk patients or paired with other imaging or biomarker screening tools.
Keyphrases
  • early stage
  • electronic health record
  • big data
  • end stage renal disease
  • ejection fraction
  • newly diagnosed
  • chronic kidney disease
  • high resolution
  • data analysis
  • radiation therapy