Sanli Yi, Tianwei Wang, Xuelian Yang, Furong She, Jianfeng He. Lung Field Segmentation Algorithm Based on Improved U-Net[J]. Laser & Optoelectronics Progress, 2022, 59(2): 0210010
- Laser & Optoelectronics Progress
- Vol. 59, Issue 2, 0210010 (2022)
Fig. 1. Structure of the inception module
Fig. 2. Structure of the residual module
Fig. 3. Structure of the skip connection
Fig. 4. Structure of the scSE module
Fig. 5. Sructure of the improved U-Net
Fig. 6. Flow chart of our algorithm
Fig. 7. Segmentation results of different algorithms. (a) Original image; (b) label; (c) ENet; (d) U-Net; (e) our algorithm
Fig. 8. AUC of different algorithms
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Table 1. Segmentation results of different algorithms
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Table 2. Comparison of segmentation results of different algorithms
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