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. 2018 May 21;8:7911. doi: 10.1038/s41598-018-26350-3

Table 1.

Segmentation network, where b is the batch size and h, w is the size of image patch extracted from AOSLO images.

Layer Input size Output size
3 × 3 convolution (b, h, w, 1) (b, h, w, 1)
32 unit MDLSTM (b, h, w, 1) (b, h, w, 4*32)
3 × 3 convolution (b, h, w, 4*32) (b, h, w, 1)
32 unit MDLSTM (b, h, w, 1) (b, h, w, 4*32)
Fully connected - hidden (b, h, w, 4*32) (b, h, w, 64)
Fully connected - output (b, h, w, 64) (b, h, w, 2)
Softmax (b, h, w, 2) (b, h, w, 2)