Fig. 6
From: A deep learning framework for hepatocellular carcinoma diagnosis using MS1 data

MS1Former network structure consisted of 1d-CNN block, transformer encoder and feed forward neural network block. The number of trainable parameters for different parts of MS1Former are shown on the right side of the blocks.