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. 2022 Jul 22;5:102. doi: 10.1038/s41746-022-00635-4

Table 5.

The mapping adopted on the publicly available datasets.

Dataset Our classes Original classes
GlaS36 Cancer, Hyperplastic polyp, Normal Cancer, Benign (Hyperplastic polyp, Normal)
CRC37 Cancer, Hyperplastic polyp, Normal Cancer, Benign (Hyperplastic polyp, Normal)
UNITOPATHO31,32 High-Grade Dysplasia, Low-Grade Dysplasia, Hyperplastic polyp, Normal High-Grade Dysplasia, Low-Grade Dysplasia, Hyperplastic polyp, Normal
TCGA-COAD33 Cancer Cancer
Xu38 Cancer, Normal Cancer, Normal
AIDA34 Cancer, High-grade Dysplasia, Low-Grade Dysplasia, Hyperplastic polyp, Normal Cancer, Dysplasia (High-grade Dysplasia, Low-Grade Dysplasia), Hyperplastic polyp, Normal
IMP-CRC35 Cancer, High-grade Dysplasia, Low-Grade Dysplasia, Hyperplastic polyp, Normal High-risk (Cancer & High-grade Dysplasia), Low-grade dysplasia, Non-neoplastic (Hyperplastic polyp & Normal)