TABLE 7. Comparison of the Performance of the Four Methods on CT Images That Included Juxta-Pleural Nodule () From CLD Database. The DSC, MHD, sensitivity, Specificity, Accuracy, and Juxta-Pleural Nodule Detection Rate Were Evaluated and Compared. The Mean and Standard Deviation are Summarized.
Method | CV | NMCV | Snake | Proposed method | |
---|---|---|---|---|---|
DSC | mean | 0.8941 | 0.8956 | 0.8644 | 0.9579 |
std | 0.0568 | 0.0567 | 0.0603 | 0.0436 | |
MHD | mean | 1.4799 | 1.4578 | 1.5765 | 0.6817 |
std | 0.9302 | 0.9293 | 0.9415 | 0.4700 | |
Sensitivity | mean | 0.8155 | 0.8134 | 0.7659 | 0.9235 |
std | 0.0897 | 0.0895 | 0.0913 | 0.0767 | |
Specificity | mean | 0.9989 | 0.9988 | 0.9999 | 0.9908 |
std | 0.0021 | 0.0019 | 0.0006 | 0.0473 | |
Accuracy | mean | 0.8640 | 0.8658 | 0.8310 | 0.9605 |
std | 0.0754 | 0.0753 | 0.0774 | 0.0473 | |
Detection rate (%) | 25% | 25% | 22% | 96% |