计算智能和神经科学
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无监督方法基于模糊可能性聚类数据分析:应用MRI医学图像

表10

通过FCM聚类,PCM, PFCM,二,使用IBSR数据集。
图片 FCM 脉码调制 PFCM 二
Se Sp Se Sp Se Sp Se Sp
通用汽车 IM1 78.13 88.89 82.36 86.77 90.34 96.32 91.67 97.13
IM2 81.87 85.05 87.56 87.17 91.20 95.25 93.78 96.43
IM3 86.75 87.84 84.23 83.32 95.75 95.63 97.34 96.87
IM4 85.56 85.74 85.76 86.76 91.23 94.21 90.89 94.54
IM5 88.11 88.53 85.43 83.98 93.47 94.73 94.69 96.33
IM6 85.65 87.97 82.47 84.31 93.88 95.98 96.45 96.72
IM7 88.94 89.28 85.78 86.87 93.62 93.19 94.79 93.23
IM8 86.44 86.59 87.07 85.65 91.07 95.23 90.23 96.55
IM9 83.36 88.54 81.82 84.16 93.72 94.76 95.62 96.64
IM10 86.67 89.93 87.39 86.66 94.66 95.55 96.80 97.75
WM IM1 83.53 81.15 88.38 81.63 91.86 93.46 93.75 95.37
IM2 82.96 83.85 83.33 84.44 95.20 91.17 96.06 91.83
IM3 78.28 88.39 77.95 79.93 93.67 93.84 94.19 95.07
IM4 85.4 82.19 84.96 82.06 91.91 92.62 92.84 92.13
IM5 83.17 79.04 87.49 81.77 90.10 95.32 91.29 96.73
IM6 82.51 81.27 79.86 78.21 93.33 91.07 95.39 91.99
IM7 86.85 85.58 78.2 82.99 90.00 91.86 91.55 92.38
IM8 78.55 89.61 83.11 88.29 91.85 90.27 93.43 92.59
IM9 84.3 83.66 86.82 80.33 96.33 90.82 97.22 91.67
IM10 80.24 82.85 81.07 81.08 90.21 91.55 90.87 93.32
脑脊液 IM1 74.75 79.85 82.49 84.95 91.11 92.83 93.75 94.75
IM2 82.88 84.32 84.67 79.38 90.73 92.75 92.05 93.97
IM3 78.25 88.46 88.14 82.29 90.15 93.45 91.20 95.39
IM4 83.1 83.89 87.69 81.21 93.85 95.92 96.74 96.74
IM5 87.39 82.77 84.82 86.98 91.29 90.31 93.77 91.45
IM6 81.65 80.95 85.95 83.37 96.55 94.92 97.29 96.74
IM7 78.24 83.69 82.83 89.65 90.61 93.64 92.57 95.83
IM8 76.85 79.13 82.48 82.99 93.38 92.19 95.92 93.91
IM9 86.99 81.58 88.89 81.16 91.05 91.96 91.63 93.09
IM10 81.66 87.48 82.27 89.6 92.43 94.65 93.08 96.33