Research Article
[Retracted] Brain Tumor Detection and Classification by MRI Using Biologically Inspired Orthogonal Wavelet Transform and Deep Learning Techniques
Table 2
Statistical analysis of the brain images.
| Image | Dice coefficient | Jaccard’s coefficient | Spatial overlap | AVI | Spatial overlap | VOI of segmented ROI | Accuracy | Specificity | Time elapsed | Figure of merit |
| 1 | 0.85 | 0.81 | 0.891 | 24.349 | 0.892 | 859 | 98.58 | 99.5838 | 0.687 | 0.826 | 2 | 0.89 | 0.79 | 0.833 | −28.549 | 0.834 | 532 | 98.91 | 99.6829 | 0.7011 | 0.799 | 3 | 0.87 | 0.88 | 0.912 | −19.46 | 0.97 | 577 | 98.88 | 99.6765 | 0.6835 | 0.978 | 4 | 0.79 | 0.81 | 0.888 | −22.163 | 0.884 | 723 | 99.02 | 99.6969 | 0.6524 | 0.787 | 5 | 0.73 | 0.89 | 0.967 | −7.889 | 0.961 | 785 | 99.18 | 99.8522 | 0.9601 | 0.232 | 6 | 0.85 | 0.82 | 0.878 | 29.862 | 0.875 | 935 | 99.16 | 99.8343 | 0.980 | 0.612 | 7 | 0.87 | 0.88 | 0.914 | 20.134 | 0.917 | 925 | 99.11 | 99.7590 | 0.7404 | 0.939 | 8 | 0.89 | 0.71 | 0.762 | −39.225 | 0.768 | 444 | 99.06 | 99.8163 | 0.8194 | 0.967 | 9 | 0.85 | 0.89 | 0.938 | −13.315 | 0.939 | 794 | 98.88 | 99.5867 | 0.677 | 0.653 | 10 | 0.87 | 0.88 | 0.913 | −16.892 | 0.913 | 775 | 98.73 | 99.7162 | 0.699 | 0.477 |
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