# Preoperative prediction of pathological grading of hepatocellular carcinoma using machine learning-based ultrasomics: A multicenter study

> Research article (European Journal of Radiology, 2021) · cited 33× · AI/ML

**Wikidata**: [openalex:W3197619012](https://www.wikidata.org/wiki/openalex:W3197619012)  
**Source**: https://4ort.xyz/entity/preoperative-prediction-of-pathological-grading-of-hepatocellular-carcinoma-using-machine-learning-based-ultrasomics-a-m