Research Article
Towards Reinforced Brain Tumor Segmentation on MRI Images Based on Temperature Changes on Pathologic Area
Table 6
The calculated segmentation evaluation metrics for level set method and proposed approach in BRATS Training data 2013.
| Patient No. | Method | TP | FP | TN | FN | Sensitivity | Specificity | Accuracy | Dice index | Jaccard |
| Patient 1 | Flair | 2831 | 371 | 16731 | 106 | 0.9639 | 0.9783 | 0.9761 | 0.9223 | 0.8558 | Thermal map | 2803 | 71 | 17031 | 134 | 0.9543 | 0.9958 | 0.9897 | 0.9647 | 0.9318 |
| Patient 2 | Flair | 1378 | 331 | 13666 | 26 | 0.9814 | 0.9763 | 0.9768 | 0.8853 | 0.7942 | Thermal map | 1307 | 34 | 13963 | 97 | 0.9309 | 0.9975 | 0.9914 | 0.9522 | 0.9089 |
| Patient 3 | Flair | 1274 | 413 | 17336 | 10 | 0.9922 | 0.9767 | 0.9777 | 0.8576 | 0.7507 | Thermal map | 1236 | 8 | 17741 | 48 | 0.9626 | 0.9995 | 0.997 | 0.9778 | 0.9566 |
| Patient 4 | Flair | 1762 | 560 | 18243 | 1 | 0.9994 | 0.9702 | 0.9727 | 0.8626 | 0.7585 | Thermal map | 1660 | 33 | 18770 | 103 | 0.9415 | 0.9982 | 0.9933 | 0.9606 | 0.9242 |
| Patient 5 | Flair | 2015 | 807 | 13191 | 0 | 1 | 0.9423 | 0.9496 | 0.8331 | 0.714 | Thermal map | 1901 | 12 | 13986 | 114 | 0.9434 | 0.9991 | 0.9921 | 0.9679 | 0.9378 |
| Patient 6 | Flair | 1383 | 644 | 13522 | 0 | 1 | 0.9545 | 0.9585 | 0.8111 | 0.6822 | Thermal map | 1271 | 20 | 14146 | 112 | 0.91901 | 0.9985 | 0.9915 | 0.9506 | 0.9059 |
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