# Motion Smoothness Metrics for Cannulation Skill Assessment: What Factors Matter?

> Research article (Frontiers in Robotics and AI, 2021) · cited 15× · AI/ML

**Wikidata**: [openalex:W3156108667](https://www.wikidata.org/wiki/openalex:W3156108667)  
**Source**: https://4ort.xyz/entity/motion-smoothness-metrics-for-cannulation-skill-assessment-what-factors-matter
