Fig. 3From: Malignancy diagnosis of liver lesion in contrast enhanced ultrasound using an end-to-end method based on deep learningFlowchart of the proposed method. a Flowchart of the pre-processing step. b Flowchart of the CNN-LSTM modeBack to article page