From: Fully convolutional architecture vs sliding-window CNN for corneal endothelium cell segmentation
Dataset | ECD (cells/mm2) | CV (%) | HEX (%) |
Error | |||
Topcon | −4.1±41.7 | 1.9±2.6 | −2.2±7.2 |
SW-net | 9.9±23.1 | 0.5±1.6 | −0.7±2.0 |
U-net | 3.2±10.1 | 0.4±0.7 | −0.2±1.0 |
Absolute error | |||
Topcon | 29.8±29.6 | 2.3±2.2 | 5.3±5.3 |
SW-net | 14.9±20.2 | 0.8±1.4 | 1.6±2.5 |
U-net | 7.8±7.2 | 0.6±0.5 | 0.9±0.8 |
ECD (%) | CV (%) | HEX (%) | |
Relative error | |||
Topcon | 1.3±1.4 | 10.1±9.0 | 8.0±8.9 |
SW-net | 0.8±1.3 | 3.6±7.3 | 2.1±2.9 |
U-net | 0.4±0.4 | 2.8±2.6 | 1.3±1.0 |