Research Article

Computer-Aided System for the Detection of Multicategory Pulmonary Tuberculosis in Radiographs

Table 4

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

MethodYearDatasetAUCAccuracySensitivitySpecificity

Thi Kieu Khanh Ho et al. [19]2019Shenzhen0.914
Montgomery0.939
Satyavratan et al. [12]2019Montgomery0.940.8780.8770.859

Sivaramakrishnan et al. [18]2018Shenzhen0.9260.855
Montgomery0.8330.758
Mohammad et al. [21]2017Shenzhen0.9400.9000.880.92

Lopes et al. [17]2017Shenzhen0.9260.847
Montgomery0.9260.826

Sangheum Hwang et al. [20]2016Shenzhen0.9260.837
Montgomery0.8840.674

Our method2019Shenzhen0.9410.9020.8540.951
Montgomery0.9770.9260.9310.923
Local0.9930.9740.9830.962