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. 2021 Apr 27;7:e493. doi: 10.7717/peerj-cs.493

Table 11. A comparsion of recent related studies based on the BreakHis dataset.

Article Accuracy (%)
Magnification Factor
40× 100× 200× 400×
(Nahid & Kong, 2018) 94.40 95.93 94.94 96.00
(Sudharshan et al., 2019) 87.8 85.6 80.8 82.9
(Jiang et al., 2019) 94.43 94.45 92.27 91.15
(Muralikrishnan & Anitha, 2019) 94.6 93.4 92.0 90.3
(Alom et al., 2019) 97.9 97.5 97.3 97.4
(Vo, Nguyen & Lee, 2019) 95.1 96.3 96.9 93.8
(Zhang et al., 2019) 91.2 91.7 92.6 88.9
(Li et al., 2020) 94.8 94.0 93.8 90.7
(Toğaçar et al., 2020) 97.99 97.84 98.51 95.88
Proposed Histo-CADx 99.03 99.53 98.08 97.56