TABLE V.
Overall performance of the proposed lung segmentation approach averaged over different data sets and averaged overall. Mean and standard deviation (std) is provided for each index.
Data set | DSC | HD (mm) | Sensitivity | Specificity | |||||
---|---|---|---|---|---|---|---|---|---|
Observer-I | Observer-II | Observer-I | Observer-II | Observer-I | Observer-II | Observer-I | Observer-II | ||
HPIV | mean | 0.9542 | 0.9647 | 33.5875 | 17.8705 | 0.9978 | 0.8688 | 0.9427 | 0.9661 |
std | 0.0121 | 0.0241 | 7.0262 | 7.5309 | 0.0010 | 0.1966 | 0.0422 | 0.0338 | |
NTB | mean | 0.9728 | 0.9714 | 15.7875 | 14.0238 | 0.9886 | 0.9991 | 0.9779 | 0.9362 |
std | 0.0086 | 0.0107 | 10.8789 | 10.8513 | 0.0240 | 0.0019 | 0.0230 | 0.0404 | |
DAH | mean | 0.9102 | 0.9091 | 15.8562 | 14.6573 | 0.9592 | 0.9954 | 0.8943 | 0.9027 |
std | 0.0519 | 0.5794 | 8.2817 | 9.3531 | 0.0195 | 0.0039 | 0.1045 | 0.1264 | |
TB Data | mean | 0.9681 | 0.9767 | 21.6639 | 18.4931 | 0.9324 | 0.9874 | 0.9012 | 0.8884 |
std | 0.0274 | 0.0055 | 18.3700 | 12.5297 | 0.0195 | 0.0143 | 0.1054 | 0.0831 | |
H1N1 | mean | 0.9222 | 0.9191 | 15.8562 | 12.2321 | 0.9556 | 0.9923 | 0.9018 | 0.9038 |
std | 0.0432 | 0.0082 | 8.2817 | 9.3131 | 0.0112 | 0.0011 | 0.1267 | 0.1323 | |
Exact | mean | 0.9897 | 0.9878 | 20.5478 | 21.740 | 0.9972 | 0.9987 | 0.9890 | 0.9667 |
std | 0.0040 | 0.0068 | 17.8197 | 17.6766 | 0.0024 | 0.0181 | 0.0066 | 0.0392 | |
Control | mean | 0.9903 | 0.9911 | 8.3671 | 7.5691 | 0.999 | 0.9981 | 0.9884 | 0.9898 |
std | 0.0018 | 0.0021 | 6.1891 | 7.2151 | 0.0037 | 0.0023 | 0.0066 | 0.0032 | |
Total | mean | 0.9595 | 0.9627 | 19.6467 | 18.0054 | 0.9684 | 0.9728 | 0.9297 | 0.9234 |
std | 0.0034 | 0.1058 | 12.8448 | 12.0798 | 0.0163 | 0.0475 | 0.0068 | 0.0667 |