Table 4. Comparison of the results with state-of-the-art methods.
Author | Model/Method | Dataset | Average AUC | Year |
---|---|---|---|---|
Huang et al. (2020) | FHRNet | ChestX-ray14 | 0.812 | 2020 |
Chen et al. (2019) | Dualchexnet | ChestX-ray14 | 0.823 | 2019 |
Wang et al. (2020b) | DenseNet-121 | ChestX-ray14 | 0.820 | 2020 |
Wang et al. (2020a) | DenseNet-121 | ChestX-ray14 | 0.826 | 2020 |
Proposed method | Dual-Stream CNN | ChestX-ray14 | 0.857 | 2021 |