TABLE 6. Comparison of the Performance of the Four Methods on CT Images That Included Juxta-Pleural Nodule (
) From LIDC Database. The DSC, MHD, Sensitivity, Specificity, Accuracy, and Juxta-Pleural Nodule Detection Rate Were Evaluated and Compared.
Method | CV | NMCV | Snake | Proposed method | |
---|---|---|---|---|---|
DSC | mean | 0.8767 | 0.8768 | 0.8350 | 0.9769 |
std | 0.0584 | 0.0577 | 0.0591 | 0.0178 | |
MHD | mean | 1.5138 | 1.5026 | 1.6770 | 0.4562 |
std | 0.7570 | 0.7492 | 0.8459 | 0.3626 | |
Sensitivity | mean | 0.7857 | 0.7852 | 0.7213 | 0.9934 |
std | 0.0942 | 0.0930 | 0.0986 | 0.0131 | |
Specificity | mean | 0.9988 | 0.9985 | 0.9993 | 0.9105 |
std | 0.0032 | 0.0031 | 0.0044 | 0.0754 | |
Accuracy | mean | 0.8449 | 0.8450 | 0.8023 | 0.9695 |
std | 0.0754 | 0.0745 | 0.0742 | 0.0193 | |
Detection rate (%) | 24% | 27% | 20% | 100% |