Table 8 Comparative experiments of different dilation rates in RDMS module.

From: Multi scale deep learning quantifies Ki67 index in breast cancer histopathology images

Dilation combination

Avg. Rec. (%)

Avg. Prec. (%)

Avg. F1(%)

[1, 2, 3, 4]

82.45

85.40

83.55

[3, 6, 9, 12]

83.58

86.30

84.90

[1, 6, 12, 18]

83.92

86.83

85.32

[8, 12, 16, 24]

82.60

85.25

83.85

[1,4,6,12]

84.35

87.09

85.79

  1. Performance metrics evaluation on SHIDC-BC-Ki-67 test set with controlled conditions while varying dilation rate configurations.
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