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April 10, 2026Liver International3 citationsOpen Access

Radiomics‐Based Assessment of Portal Hypertension Severity and Risk Stratification of Cirrhotic Patients Using Routine CT Scans

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CSCeline SinUniversity of ViennaMWMartin Luther WatzenboeckMedical University of ViennaEIEugenia IofinovaAustrian Academy of Sciences

Key Points

  • The study aims to evaluate how radiomic features can predict portal hypertension severity in cirrhotic patients.
  • Analyzed routine CT scans to extract radiomic features.
  • Utilized clinical data to establish a radiomics-clinical signature.
  • Evaluated the accuracy of the radiomic features in predicting hepatic venous pressure gradient (HVPG).
  • Radiomic features accurately predicted HVPG levels in cirrhotic patients.
  • Enabled effective risk stratification for liver-related events (LRE).

Abstract

Radiomic features accurately predict HVPG in patients with cirrhosis and allow risk stratification for LRE in a radiomics-clinical signature.

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Cite This Study

Sin et al. (2026) studied this question.

synapsesocial.com/papers/69d895046c1944d70ce06014https://doi.org/10.1111/liv.70633
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