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Computational and Mathematical Methods in Medicine
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Computational and Mathematical Methods in Medicine
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2015
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Article
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Tab 4
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Research Article
Segmentation of Brain Tissues from Magnetic Resonance Images Using Adaptively Regularized Kernel-Based Fuzzy
-Means Clustering
Table 4
Segmentation performance measure
and running time on the Brats1 and Brats2 images.
Image
Measure
GKFCM1
GKFCM2
FLICM
KWFLICM
MICO
ARKFCM
1
ARKFCM
2
Brats1
E
1.311
1.288
1.392
1.424
1.309
1.274
1.270
1.279
Time (s)
2.591
1.516
9.510
635.413
1.747
1.185
1.111
1.272
Brats2
E
1.307
1.297
1.336
1.340
1.298
1.273
1.271
1.279
Time (s)
1.576
1.115
5.170
400.295
1.546
1.091
0.827
0.975