Medical Imaging Lesion Detection Based on Unified Gravitational Fuzzy Clustering

Table 1

Performance criteria of the proposed method applied on synthetic images from Utah database: Dice, Jaccard, sensitivity, and specificity score.

ID	Dice	Jaccard	Sensitivity	Specificity
Syn001	0.467	0.341	0.654	0.993
Syn002	0.324	0.284	0.525	0.991
Syn003	0.545	0.439	0.713	0.997
Syn004	0.442	0.322	0.611	0.991
Syn005	0.449	0.328	0.613	0.994
Syn006	0.621	0.564	0.784	0.998
Syn007	0.578	0.458	0.733	1
Syn008	0.233	0.169	0.499	0.989
Syn009	0.669	0.587	0.795	0.999
Syn010	0.611	0.536	0.743	0.997
Syn011	0.378	0.381	0.416	0.987
Syn012	0.558	0.431	0.701	0.992
Syn013	0.471	0.351	0.662	0.995
Syn014	0.342	0.299	0.546	0.994
Syn015	0.482	0.359	0.666	1
Mean	0.478	0.390	0.644	0.994
Standard deviation	0.122	0.114	0.109	0.004