fig3

Multi-task neural network enhanced by data augmentation and ROI optimization for prognosis and MVI prediction in HCC using contrast-enhanced CT

Figure 3. Kaplan-Meier survival analysis stratified by model-predicted risk. Patients were categorized into high- and low-risk groups to compare outcomes. The (A-C) and (D-F) display the survival curves for OS and RFS, respectively. These comparisons encompass the training, internal validation, and external validation cohorts. Note: Analysis was truncated at 5 years (60 months) to emphasize the clinically significant window for HCC prognosis, despite raw follow-up data extending to 2,934 days. OS: Overall survival; RFS: recurrence-free survival; HCC: hepatocellular carcinoma.

Hepatoma Research
ISSN 2454-2520 (Online) 2394-5079 (Print)

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