Research Article
A Spatial Shape Constrained Clustering Method for Mammographic Mass Segmentation
Table 2
The probability of segmentation error (PSE) by DACF, DA, and FCM on fifteen ROIs with ill-defined masses in Figure
2.
| Image | PSE of DACF | PSE of DA | PSE of FCM | (%) | (%) | (%) |
| mdb013 | 3.67 | 7.16 | 9.03 | mdb030 | 9.05 | 27.63 | 25.84 | mdb032 | 7.74 | 10.70 | 10.64 | mdb058 | 3.15 | 5.43 | 7.76 | mdb063 | 2.23 | 15.90 | 12.48 | mdb134 | 9.34 | 8.94 | 8.11 | mdb144-a | 14.08 | 14.10 | 14.51 | mdb144-b | 2.47 | 4.42 | 4.54 | mdb264 | 6.78 | 8.55 | 9.53 | mdb265 | 18.83 | 26.57 | 26.58 | mdb267 | 10.51 | 18.32 | 15.57 | mdb271 | 8.15 | 12.70 | 12.49 | mdb274 | 11.76 | 19.87 | 20.15 | mdb312 | 5.93 | 16.33 | 9.12 | mdb314 | 7.23 | 11.77 | 13.56 |
| Average of PSE | 8.06 | 13.61 | 13.33 |
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