# Machine learning based radiomic models outperform clinical biomarkers in predicting outcomes after immunotherapy for hepatocellular carcinoma

> Research article (Journal of Hepatology, 2025) · cited 37× · AI/ML

**Wikidata**: [openalex:W4409544752](https://www.wikidata.org/wiki/openalex:W4409544752)  
**Source**: https://4ort.xyz/entity/machine-learning-based-radiomic-models-outperform-clinical-biomarkers-in-predicting-outcomes-after-immunotherapy-for-hep