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. 2020 Aug 24;2020:9205082. doi: 10.1155/2020/9205082

Table 4.

Performance of the proposed computer-aided system on whole chest X-rays.

Method Year Dataset AUC Accuracy Sensitivity Specificity
Thi Kieu Khanh Ho et al. [19] 2019 Shenzhen 0.914
Montgomery 0.939
Satyavratan et al. [12] 2019 Montgomery 0.94 0.878 0.877 0.859

Sivaramakrishnan et al. [18] 2018 Shenzhen 0.926 0.855
Montgomery 0.833 0.758
Mohammad et al. [21] 2017 Shenzhen 0.940 0.900 0.88 0.92

Lopes et al. [17] 2017 Shenzhen 0.926 0.847
Montgomery 0.926 0.826

Sangheum Hwang et al. [20] 2016 Shenzhen 0.926 0.837
Montgomery 0.884 0.674

Our method 2019 Shenzhen 0.941 0.902 0.854 0.951
Montgomery 0.977 0.926 0.931 0.923
Local 0.993 0.974 0.983 0.962