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. Author manuscript; available in PMC: 2021 Jan 1.
Published in final edited form as: J Pediatr Gastroenterol Nutr. 2020 Jan;70(1):4–11. doi: 10.1097/MPG.0000000000002507

Figure 2. Duodenal Biopsy Convolutional Neural Network framework.

Figure 2.

The CNN is comprised of 4 convolution layers and 1 fully connected layer. Each convolution layer has 3 sub-layers (CRMP: convolution, ReLU activation, & max pooling layers). Deconvolution layers are in red, these increase the resolution & find locations of “importance features” within the input image.