Overview of Inference about ROC Curve in Medical Diagnosis

Research output: Contribution to journalArticlepeer-review

Abstract

Medical diagnosis aims to identify diseased individuals through the evaluation of the measurements of some biomarkers by performing a diagnostic test based on some biomarker measurements. Biomarkers are measured on either discrete or continuous scale and continuous biomarkers are utilized more often in medical practice. This article introduces the most popular tool for evaluating continuous biomarkers: the Receiver Operating Characteristic (ROC) curve.

Original languageAmerican English
JournalBiometrics and Biostatistics International Journal
Volume1
DOIs
StatePublished - Dec 1 2014

Keywords

  • Binary disease status
  • Biomarker
  • Diagnostic errors
  • Medical diagnosis
  • ROC curve
  • Receiver Operating Characteristic curve

DC Disciplines

  • Biostatistics
  • Community Health
  • Public Health

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