Skip to main content

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
  1. The italic items illustrate the best results