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. 2012 Nov 13;2012:418037. doi: 10.1155/2012/418037

Table 2.

Summary of abnormality types, features and claimed experimental results.

Paper Pathology Feature Experiment results
Bleeding Polyp Tumor Ulcer Color Texture Shape Image count Sensitivity Specificity
Chen et al. [3] 1,857,657 71.54% N/A
Lau and Correia [6] 1,705 88.30% N/A
Liu and Yuan [7] 800 99.73% 98.89%
Giritharan et al. [8] 275,000 83.1% 93.6%
Penna et al. [9] 1,111 92% 88%
Karargyris and Bourbakis [10] N/A N/A N/A
Li and Meng [11, 12] 200 92.6% 91%
Li and Meng [13, 14] 100 93.28% 91.46%
Karargyris and Bourbakis [15] 50 100% 67.5%
Iakovidis et al. [16] 4,000 87.5% N/A
Karargyris and Bourbakis [17] 50 75% 73.3%
Li et al. [18] 300 89.8% 82.5%
Barbosa et al. [19] 192 98.7% 96.6%
Barbosa et al. [20] 600 97.4% 97.5%
Karkanis et al. [21] N/A N/A N/A
Li and Meng [22] 300 97.33% 96%

Sensitivity = Number of True Postives/(Number of True Postives + Number of False Negatives). Sensitivity of 100% means no positives are incorrectly marked as negative. In other words, the test recognizes all positives.

Specificity = Number of True Negatives/(Number of True Negatives + Number of False Postives). Specificity of 100% means no negatives are incorrectly marked as positive. In other words, the test recognizes all negatives.

N/A: data is not available.