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