Table 2 Overview of quantitative model performance.

From: Automated detection and segmentation of non-small cell lung cancer computed tomography images

Data, # of patients

Detection performance

Segmentation performance

Lung-wise

Specificity

Sensitivity

DSC (IQR)

Ji (IQR)

H95th, mm

Surf DSC

APL, cm

 

AUC (CI)

     

[τ = 1.18]

 
       

(IQR)

 

Test, 93

0.96

0.97

0.96

0.85

0.74

5

0.75

106

 

(0.94–0.98)

  

(0.15)

(0.22)

 

(0.29)

(274)

External validation, 236

0.98

0.99

0.97

0.82

0.70

9.43

0.63

306

 

(0.97–0.99)

  

(0.17)

(0.24)

 

(0.28)

(984)

  1. IQR interquartile range, DSC dice similarity coefficient, Ji Jaccard index, H95th 95th percentile, Hausdorff distance.
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