Table 1 Results on ISBI Dataset
From: A contour property based approach to segment nuclei in cervical cytology images
Approaches/algorithms | Precision | Recall | F1-score |
|---|---|---|---|
Ushizima et al. [10] | 0.959 | 0.895 | 0.926 |
Lu et al. [12] | 0.903 | 0.893 | 0.898 |
Lu et al. [36] | 0.977 | 0.883 | 0.928 |
Phoulady et al. [37] | 0.874 | 0.930 | 0.901 |
Saha et al. [15] | 0.918 | 0.915 | 0.916 |
Braz and Lotufo [19] | 0.929 | 0.917 | 0.923 |
Phoulady et al. [4] | 0.961 | 0.933 | 0.947 |
Our algorithm | 0.978 | 0.933 | 0.955 |