Research Article
Application of Recurrent Neural Network Algorithm in Intelligent Detection of Clinical Ultrasound Images of Human Lungs
Table 2
Comparison of accuracy rates of different models for lung diseases.
| Disease type | Models | Wang et al., (2017) | Yao et al., (2017) | CheXNet models | Text model |
| Pulmonary atelectasis | 0.716 | 0.772 | 0.8094 | 0.8243 | Pulmonary emphysema | 0.815 | 0.829 | 0.9371 | 0.9537 | Pulmonary infiltration | 0.609 | 0.695 | 0.7345 | 0.8211 | Tuberculosis | 0.671 | 0.717 | 0.7802 | 0.7981 | Pneumonia | 0.633 | 0.713 | 0.7680 | 0.7813 |
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