Fig. 3: Identification of findings at each magnification. | Modern Pathology

Fig. 3: Identification of findings at each magnification.

From: MIXTURE of human expertise and deep learning—developing an explainable model for predicting pathological diagnosis and survival in patients with interstitial lung disease

Fig. 3

From the whole slide image, tiles were created at 2.5Ă—, 5Ă—, and 20Ă— magnifications. For each magnification, a CNN classifier was constructed to classify each tile into multiple findings. Based on the classification, maps that can be compared with WSI were synthesized.

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