articleBMC Medical Research MethodologyApr 8, 2024GOLD OA

Methods of determining optimal cut-point of diagnostic biomarkers with application of clinical data in ROC analysis: an update review

Babol University of Medical Sciences

PubMed
Indexed incrossrefdoajpubmed

Abstract

Introduction

An important application of ROC analysis is the determination of the optimal cut-point for biomarkers in diagnostic studies. This comprehensive review provides a framework of cut-point election for biomarkers in diagnostic medicine.

Methods

Several methods were proposed for the selection of optional cut-points. The validity and precision of the proposed methods were discussed and the clinical application of the methods was illustrated with a practical example of clinical diagnostic data of C-reactive protein (CRP), erythrocyte sedimentation rate (ESR) and malondialdehyde (MDA) for prediction of inflammatory bowel disease (IBD) patients using the NCSS software.

Citation impact

156
total citations
FWCI
54.71
Percentile
100%
References
29
Citations per year

Authors

2

Topics & keywords

Keywords
  • Youden's J statistic
  • Receiver operating characteristic
  • Statistics
  • Medicine
  • Cut-point
  • Erythrocyte sedimentation rate
  • Euclidean distance
  • Mathematics
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Funding