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. 2023 Aug 9;10(8):948. doi: 10.3390/bioengineering10080948

Figure 1.

Figure 1

Flow diagram depicting patients’ recruitment and the deep learning workflow. (A) describes the process of patients’ recruitment, and (B) demonstrates the flowchart of models’ development and visual explanation, including tumor segmentation, tumor cubic regions extracting, models’ training and validation, model evaluation, visualization of attention weights. HCC, hepatocellular carcinoma; MVI, microvascular invasion.