Construction of a random survival forest model based on a machine learning algorithm to predict early recurrence after hepatectomy for adult hepatocellular carcinoma

Abstract Background and aims Hepatocellular carcinoma (HCC) exhibits a propensity for early recurrence following liver resection, resulting in a bleak prognosis. At present, majority of the predictive models for the early postoperative recurrence of HCC rely on the linear assumption of the Cox Propo...

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Bibliographic Details
Main Authors: Ji Zhang, Qing Chen, Yu Zhang, Jie Zhou
Format: Article
Language:English
Published: BMC 2024-12-01
Series:BMC Cancer
Subjects:
Online Access:https://doi.org/10.1186/s12885-024-13366-4
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