Research Article
A Novel Multiscale Gaussian-Matched Filter Using Neural Networks for the Segmentation of X-Ray Coronary Angiograms
Table 2
Comparative analysis of vessel detection performance using the training and testing sets in terms of the area under the ROC curve.
| | Area under ROC curve () |
| Vessel detection method | Training set | Testing set | GMF-Entropy [19] | 0.8849 | 0.8812 | Kang et al. [18, 20, 21] | 0.8901 | 0.8852 | Chaudhuri et al. [12] | 0.9012 | 0.8963 | Cinsdikici and Aydin [16] | 0.9087 | 0.9002 | Al-Rawi et al. [15, 22] | 0.9104 | 0.9123 | GMF-Evol [23] | 0.9142 | 0.9171 | Proposed method (MGMF) | 0.9357 | 0.9362 |
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