Skip to main content
. 2020 Apr 6;7(2):024502. doi: 10.1117/1.JMI.7.2.024502

Table 9.

Comparison of our current results with quantitative features19 for warped nodules.

Significance test AUROC (standard error) Accuracy (McNemar)
Quantitative features27 versus CNN1 ensemble of 3 clinical features 0.81 (SE: 0.0273) versus 0.89 (SE: 0.0205) 76.79% versus 80.16%
Significant at p=0.05 Not significant at p=0.05
Quantitative features27 versus CNN2 ensemble of 3 clinical features 0.81 (SE: 0.0273) versus 0.83 (SE: 0.0258) 76.79% versus 77.21%
Not significant at p=0.05 Not significant at p=0.05
Quantitative features27 versus CNN3 ensemble of 3 clinical features 0.81 (SE: 0.0273) versus 0.9 (SE: 0.0195) 76.79% versus 80.01%
Significant at p=0.05 Not significant at p=0.05
Quantitative features27 versus CNN1 ensemble of three clinical features + 6 mm size 0.81 (SE: 0.0273) versus 0.89 (SE: 0.0205) 76.79% versus 81.89%
Significant at p=0.05 Not significant at p=0.05
Quantitative features27 versus CNN1 ensemble of 3 clinical features + 6 and 16 mm size 0.81 (SE: 0.0273) versus 0.9 (SE: 0.0195) 76.79% versus 83.12%
Significant at p=0.05 Significant at p=0.05
Quantitative features27 versus CNN1 ensemble of 3 clinical features + 6 and 8 mm size 0.81 (SE: 0.0273) versus 0.89 (SE: 0.0205) 76.79% versus 81.89%
Significant at p=0.05 Not significant at p=0.05
Quantitative features27 versus CNN2 ensemble of 3 clinical features + 6 mm size 0.81 (SE: 0.0273) versus 0.87 (SE: 0.0224) 76.79% versus 78.05%
Not significant at p=0.05 Not significant at p=0.05
Quantitative features27 versus CNN2 ensemble of 3 clinical features + 6 and 16 mm size 0.81 (SE: 0.0273) versus 0.88 (SE: 0.0215) 76.79% versus 78.48%
Not significant at p=0.05 Not significant at p=0.05
Quantitative features27 versus CNN2 ensemble of 3 clinical features + 6 and 8 mm size 0.81 (SE: 0.0273) versus 0.87 (SE: 0.0224) 76.79% versus 78.05%
Not significant at p=0.05 Not significant at p=0.05
Quantitative features27 versus CNN3 ensemble of 3 clinical features + 6 mm size 0.81 (SE: 0.0273) versus 0.89 (SE: 0.0205) 76.79% versus 82.27%
Significant at p=0.05 Not significant at p=0.05
Quantitative features27 versus CNN3 ensemble of 3 clinical features + 6 and 16 mm size 0.81 (SE: 0.0273) versus 0.9 (SE: 0.0195) 76.79% versus 82.7%
Significant at p=0.05 Not significant at p=0.05
Quantitative features27 versus CNN3 ensemble of 3 clinical features + 6 and 8 mm size 0.81 (SE: 0.0273) versus 0.87 (SE: 0.0224) 76.79% versus 82.7%
Not significant at p=0.05 Not significant at p=0.05

Abbreviation: SE, standard error.