fig3

Gd-EOB-DTPA-enhanced MRI radiological and deep learning radiomics models for predicting dual-phenotype hepatocellular carcinoma and patient prognosis

Figure 3. Flowchart of the proposed study design. The workflow includes image segmentation, radiological feature analysis, radiomics and deep learning feature extraction and selection, and model development. AP: Arterial phase; PP: portal venous phase; HBP: hepatobiliary phase; rim APHE: rim arterial phase hyperenhancement; 3D: three-dimensional; CAM: class activation mapping.

Artificial Intelligence Surgery
ISSN 2771-0408 (Online)
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