Review Article

Computer-Aided Diagnosis Systems for Lung Cancer: Challenges and Methodologies

Table 10

Evaluation of nodule malignancy in PET.

Study Database Accu./PPV Sensitivity Specificity

Dewan et al. [319] 30 PPV = 90% 95% 80%
Gupta et al. [320] 61 PPV = 92% 93% 88%
Lowe et al. [321] 89 Accu. = 91% 92% 90%
Lee et al. [322] 71 PPV = 86% 95% 82%
Herder et al. [323] 36 PPV = 72% 93% 77%
Halley et al. [324] 28 NA 94% 89%

*Accu denotes accuracy and PPV denotes positive productive value.