# A Promising Preoperative Prediction Model for Microvascular Invasion in Hepatocellular Carcinoma Based on an Extreme Gradient Boosting Algorithm

> Research article (Frontiers in Oncology, 2022) · cited 19× · AI/ML

**Wikidata**: [openalex:W4214815548](https://www.wikidata.org/wiki/openalex:W4214815548)  
**Source**: https://4ort.xyz/entity/a-promising-preoperative-prediction-model-for-microvascular-invasion-in-hepatocellular-carcinoma-based-on-an-extreme-gra