Fig. 2: Preprocess during the training and testing phase.
From: Deep learning shows the capability of high-level computer-aided diagnosis in malignant lymphoma
a Preprocess during the training phase. Image patches with a pixel resolution of 128 × 128 were randomly cropped from 2048 pixel × 2048 pixel sized image patches at a magnification of ×5 (left). Image patches with a pixel resolution of 64 × 64 were randomly applied from 2048 pixel × 2048 pixel sized image patches at a magnification of ×20 and ×40 (right). b Preprocess during the testing phase. Image patches with a pixel resolution of 128 × 128 were sequentially cropped from 2048 pixel × 2048 pixel sized image patches at a magnification of ×5 (left). Image patches with a pixel resolution of 64 × 64 were sequentially applied from 2048 pixel × 2048 pixel sized image patches with magnifications of ×20 and ×40 (right).
