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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