Our results indicated that the GBM model had the best prediction accuracy with a C-index of 0.730 and a Brier score of 0.111, and the AUCs for the 1st year, 3rd year, and 5th year were higher than 0.78 with an increasing trend.
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Development of prognostic models for advanced multiple hepatocellular carcinoma based on Cox regression, deep learning and machine learning algorithms.
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