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September 23, 2025Journal of oncology diagnostic radiology and radiotherapyOpen Access

Radiomic Analysis in Hepatocellular Carcinoma: Prospects and Clinical Benefits (Review)

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Authors

EKE. B. KodzoevaKRK. A. RomanovaБМБ. М. Медведева

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Overview

Review evaluates radiomic analysis effectiveness for predicting microvascular invasion and treatment response in hepatocellular carcinoma, highlighting its clinical potential.

Key Points

  • Radiomic analysis achieved sensitivity up to 96% for the differential diagnosis of hepatocellular carcinoma.
  • Combining 3D radiomic features with clinical data allowed sensitivity of 76-82% and specificity of 82-85% in predicting microvascular invasion.
  • Clinical-radiomic models demonstrated strong predictive capabilities for treatment responses to both transarterial chemoembolization and radiofrequency ablation.
  • Radiomic analysis outperforms traditional imaging, suggesting its use in assessing tumor aggressiveness for hepatocellular carcinoma.

Cite This Study

Kodzoeva et al. (2025) studied this question.

synapsesocial.com/papers/68d4759931b076d99fa6d928https://doi.org/10.37174/2587-7593-2025-8-3-78-86
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Radiogenomics and machine learning in hepatocellular carcinoma: from foundations to clinical translation2026
  2. 2Decoding Treatment Response in Hepatocellular Carcinoma: The Era of Radiomics and Radiogenomics2026
  3. 3Radiomics, a Promising New Discipline: Example of Hepatocellular Carcinoma2023 · 10 citations
  4. 4Promising Directions in Radiation Diagnostics of Oncopathology – Potentials of Radiomics in Digital Analysis of Features of Hepatocellular Carcinoma2024
  5. 5Noninvasive Multi-Omics Radiomic Model Integrating scRNA-seq and Bulk RNA-seq for Hepatocellular Carcinoma Prognosis2025