Skip to main content

Table 3 The AUC values of the ROC curves of 12 models, when false positive ratio equals 10  %

From: Statistical colour models: an automated digital image analysis method for quantification of histological biomarkers

  Whole slide TMA
Model (WS) (%) Model (TMA) (%) Model (mix) (%) Model (WS) (%) Model (TMA) (%) Model (mix) (%)
User1 97.2 97.0 97.1 95.8 95.9 95.9
User2 97.2 97.1 97.1 95.8 95.9 95.9
User3 97.0 96.9 94.6 95.8 96.6 96.6
User4 96.9 96.9 96.9 96.6 96.6 96.6
AVG 97.1 97.0 96.5 96.0 96.2 96.2
CD   93.9    94.5  
CMYK   86.1    69.3  
  1. WS whole slide test images; TMA TMA test images; ST(WS) statistical model constructed on 10 WS training images; ST(TMA) statistical model constructed on 10 TMA training images; Mix statistical model constructed on 10 mixed training images (5 WS images and 5 TMA images); AVG average values of four user-detected results; CD colour deconvolution
Back to article page

BioMedical Engineering OnLine

ISSN: 1475-925X

Contact us