Table 1 Quality of region-based nuclear segmentation remains mostly stationary as a function of increased network complexity
From: Fusion of encoder-decoder deep networks improves delineation of multiple nuclear phenotypes
Input size | Recall | Precision | F1-Score | Standard Error |
|---|---|---|---|---|
3-module encoder, 3-module decoder | 0.80 | 0.89 | 0.84 | 1.4524e-06 |
4-module encoder, 4-module decoder | 0.73 | 0.91 | 0.80 | 1.5081e-06 |
5-module encoder, 5-module decoder | 0.74 | 0.90 | 0.80 | 1.5126e-06 |
6-module encoder, 6-module decoder | 0.75 | 0.90 | 0.81 | 1.5325e-06 |
7-module encoder, 7-module decoder | 0.76 | 0.90 | 0.81 | 1.5172e-06 |
8-module encoder, 8-module decoder | 0.77 | 0.90 | 0.82 | 1.5004e-06 |
9-module encoder, 9-module decoder | 0.78 | 0.90 | 0.82 | 1.5131e-06 |
10-module encoder, 10-module decoder | 0.77 | 0.87 | 0.80 | 1.5231e-06 |
ENet | 0.83 | 0.88 | 0.84 | 1.1412e-06 |