TABLE 9. Results of Comparison of the Four Methods on All Chest CT Images () From CLD Database. The DSC, MHD, Sensitivity, Specificity and Accuracy Were Evaluated. The Mean and Standard Deviation are Summarized.
Method | CV | NMCV | Snake | Proposed method | |
---|---|---|---|---|---|
DSC | mean | 0.9878 | 0.9901 | 0.9746 | 0.9911 |
std | 0.0235 | 0.0225 | 0.0341 | 0.0206 | |
MHD | mean | 0.3066 | 0.2445 | 0.6709 | 0.2184 |
std | 0.2654 | 0.2643 | 0.5009 | 0.2074 | |
Sensitivity | mean | 0.9828 | 0.9870 | 0.9524 | 0.9914 |
std | 0.0371 | 0.0364 | 0.0458 | 0.0314 | |
Specificity | mean | 1.0000 | 0.9992 | 0.9998 | 0.9989 |
std | 0.0000 | 0.0075 | 0.0004 | 0.0016 | |
Accuracy | mean | 0.9974 | 0.9978 | 0.9950 | 0.9983 |
std | 0.0033 | 0.0033 | 0.0097 | 0.0025 |