Research Article
Towards Reinforced Brain Tumor Segmentation on MRI Images Based on Temperature Changes on Pathologic Area
Table 4
The calculated segmentation evaluation metrics for transient thermal analysis in brain tumor contours detection.
| (°C) | Time (s) | Sensitivity | Specificity | Accuracy | Dice index | Jaccard |
| 0.25 | 5 | 0.9773 | 0.9986 | 0.996 | 0.9836 | 0.9677 | 100 | 0.9761 | 0.999 | 0.9963 | 0.9846 | 0.9697 | 600 | 0.9794 | 0.9985 | 0.9962 | 0.9842 | 0.969 | 1000 | 0.9781 | 0.9985 | 0.9961 | 0.9838 | 0.9682 | 20000 | 0.9781 | 0.9985 | 0.9961 | 0.9838 | 0.9682 | 25000 | 0.9781 | 0.9985 | 0.9961 | 0.9838 | 0.9682 |
| 0.5 | 5 | 0.9744 | 0.9986 | 0.9957 | 0.9823 | 0.9653 | 100 | 0.9703 | 0.9993 | 0.9958 | 0.9826 | 0.9659 | 600 | 0.981 | 0.9986 | 0.9965 | 0.9855 | 0.9714 | 1000 | 0.9794 | 0.9985 | 0.9962 | 0.9842 | 0.969 | 20000 | 0.9781 | 0.9985 | 0.9961 | 0.9838 | 0.9682 | 25000 | 0.9781 | 0.9985 | 0.9961 | 0.9838 | 0.9682 |
| 1.0 | 5 | 0.9707 | 0.997 | 0.9938 | 0.9745 | 0.9504 | 100 | 0.953 | 0.9994 | 0.9938 | 0.9741 | 0.9495 | 600 | 0.9831 | 0.9987 | 0.9968 | 0.9869 | 0.9742 | 1000 | 0.918 | 0.9986 | 0.9889 | 0.9525 | 0.9094 | 20000 | 0.9785 | 0.9985 | 0.9961 | 0.984 | 0.9686 | 25000 | 0.9781 | 0.9985 | 0.9961 | 0.9838 | 0.9682 |
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