The U-Shaped Association Between Remnant Cholesterol and Postoperative Survival in Hepatocellular Carcinoma: Development and Validation of an Interpretable Machine Learning Model

RC demonstrates a novel U-shaped association with HCC postoperative survival in an Asian HBV-endemic cohort, underscoring its role as a significant biomarker reflecting metabolic imbalance. The developed machine learning model, which integrates RC, provides accurate, interpretable, and individualized risk assessment, offering a valuable tool for clinical prognostication and potential guidance for personalized management strategies.

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Publication Details

Journal
Journal of Hepatocellular Carcinoma
Published
2025-12-01
DOI
https://doi.org/10.2147/jhc.s569292
Primary Topic
Hepatocellular Carcinoma Treatment and Prognosis
Type
article
Field-Weighted Citation Impact
0.00

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article

The U-Shaped Association Between Remnant Cholesterol and Postoperative Survival in Hepatocellular Carcinoma: Development and Validation of an Interpretable Machine Learning Model

Gao‐Min Liu, Jiwei Xu, Jia-Peng Liao
Journal of Hepatocellular Carcinoma
Hepatocellular Carcinoma Treatment and Prognosis
article

The U-Shaped Association Between Remnant Cholesterol and Postoperative Survival in Hepatocellular Carcinoma: Development and Validation of an Interpretable Machine Learning Model

Gao‐Min Liu, Jiwei Xu, Jia-Peng Liao
article en

Abstract

RC demonstrates a novel U-shaped association with HCC postoperative survival in an Asian HBV-endemic cohort, underscoring its role as a significant biomarker reflecting metabolic imbalance. The developed machine learning model, which integrates RC, provides accurate, interpretable, and individualized risk assessment, offering a valuable tool for clinical prognostication and potential guidance for personalized management strategies.

Journal of Hepatocellular CarcinomaVol. Volume 12
Meizhou City People's Hospital (CN)
Basic and Applied Basic Research Foundation of Guangdong Province
Openalex Percentile: Top 51%
Hepatocellular Carcinoma Treatment and Prognosis
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