Construction and validation of hepatocellular carcinoma survival prediction models based on machine learning.

Hepatocellular carcinoma is among the leading causes of cancer-related mortality, and accurate survival prediction is crucial for personalized treatment. However, conventional approaches such as the Cox proportional hazards model often struggle with…

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