From: Computer-aided detection in chest radiography based on artificial intelligence: a survey
Study | Datasets | Assessment measures | Results |
---|---|---|---|
Wei et al. [70] | JSRT | AUC | 85% |
Schiham et al. [67] | JSRT | Average sensitivity under FP/image | 2 FP/image: 51%; 4 FP/image: 67% |
Shiraishi et al. [71] | Custom (924) | Average sensitivity under FP/image | 5.05 FP/image: 70.1%; |
Chen et al. [65] | JSRT Custom (48) | Average sensitivity under FP/image | 5 FP/image: JSRT, 78.6%; Custom, 83.3% 2 FP/image: JSRT, 71.4%; Custom, 77.1% |
Hardie et al. [72] | Custom (167) JSRT | Average sensitivity under FP/image | 4 FP/image: sensitivity 78.1% |
Ogul et al. [73] | JSRT Custom (300) | Average sensitivity under FP/image | JSRT: 6.4 FP/image, 80% Custom: 6.7 FP/image, 76% |
Bush. [76] | JSRT | Sensitivity and specificity | Sensitivity: 92%; specificity: 86% |
Wang et al. [77] | JSRT | Average sensitivity and specificity under FP/image | 1.19 FP/image: sensitivity 69.27%; specificity 96.02%; |