Research Article
A Hybrid Image Filtering Method for Computer-Aided Detection of Microcalcification Clusters in Mammograms
Table 1
Experimental results of MCs detection.
| | Methods | TP (True Positive) | FPs (False positives)/image |
| | Difference-of-Gaussians- (DoG-) based method [13] | 60% | 1.2 | | Image-difference-technique- (IDT-) based method [9] | 70% | 1.5 | | Neural network-based method [20] | 70% | 1.1 | | Wavelet-based method [14] | 75% | 1.5 | | Support-vector-machine- (SVM-) based method [8] | 90% | 1.3 | | Weighted-local-differences-based method [32] | 70% | 1.9 | | Texture-coding-based method [33] | 95% | 4.3 | | Proposed method | 92.9% | 0.08 |
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