# Developing Surgical Skill Level Classification Model Using Visual Metrics and a Gradient Boosting Algorithm

> Research article (Annals of Surgery Open, 2023) · cited 21× · AI/ML

**Wikidata**: [openalex:W4378071467](https://www.wikidata.org/wiki/openalex:W4378071467)  
**Source**: https://4ort.xyz/entity/developing-surgical-skill-level-classification-model-using-visual-metrics-and-a-gradient-boosting-algorithm