Construction of 3D Enhanced CT Radiomics-Based Model to Predict Circadian Gene Expression and Prognosis in Hepatocellular Carcinoma

Circadian rhythm-related gene expression, implicated in HCC development, can be non-invasively predicted via CT-based radiomics. The proposed model offers promise for prognostic stratification and personalized treatment planning in HCC.

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Publication Details

Journal
Journal of Hepatocellular Carcinoma
Published
2025-12-01
DOI
https://doi.org/10.2147/jhc.s545482
Primary Topic
Radiomics and Machine Learning in Medical Imaging
Type
article
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article

Construction of 3D Enhanced CT Radiomics-Based Model to Predict Circadian Gene Expression and Prognosis in Hepatocellular Carcinoma

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Journal of Hepatocellular Carcinoma
Radiomics and Machine Learning in Medical Imaging
article

Construction of 3D Enhanced CT Radiomics-Based Model to Predict Circadian Gene Expression and Prognosis in Hepatocellular Carcinoma

J. Zhao, Huiying Zhou, Yujiang Pang, Zhenhua Hu, Huilin Zheng, Wenluo Zhang, Cheng Wang, Lei Zhang, Jie Zhou
article en

Abstract

Circadian rhythm-related gene expression, implicated in HCC development, can be non-invasively predicted via CT-based radiomics. The proposed model offers promise for prognostic stratification and personalized treatment planning in HCC.

Journal of Hepatocellular CarcinomaVol. Volume 12
Zhejiang Lab (CN), Affiliated Hangzhou First People's Hospital, Westlake University, School of Medicine (CN), Zhejiang University of Technology (CN), Zhejiang University (CN)
Good health and well-being
Openalex Percentile: Top 31%
Radiomics and Machine Learning in Medical Imaging
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