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Table 7 Classification results of different patch sizes

From: Large scale tissue histopathology image classification, segmentation, and visualization via deep convolutional activation features

Dataset

224 ×224

448 ×448

672 ×672

MICCAI brain

91.1%

93.3%

97.8%

CRC binary

97.5%

96.9%

98.0%

CRC multiclass

85.0%

85.3%

87.2%

  1. Patch sizes in the table correspond to 40 × magnification scale. For 20 × magnification scale, the sizes are halved
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BMC Bioinformatics

ISSN: 1471-2105

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