Table 7.

Ablation study on the MoNuSeg data set with different global processing modules. NuSegHop data-driven features are also compared with a set of hand-crafted features for nuclei segmentation. All the pre-processing and local processing operations are kept to their best configuration

Zheng et al. (2018) NuSegHopLMDWatershedROI clasf.AJIF1DICE
0.6220.8130.740
0.6410.8360.763
0.6470.8750.769
0.6510.8830.772
0.6580.8920.778

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