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

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/motion-smoothness-metrics-for-cannulation-skill-assessment-what-factors-matter/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Simar Preet Singh,Joe Bible,Zhanhe Liu,Ziyang Zhang,Ravikiran B. Singapogu |
| Citations | 15 |
| DOI | 10.3389/frobt.2021.625003 |
| Fields | Medicine |
| Open Access | true |
| OA Status | gold |
| OA URL | https://www.frontiersin.org/articles/10.3389/frobt.2021.625003/pdf |
| OpenAlex ID | https://openalex.org/W3156108667 |
| PMID | 33937348 |
| Type | article |
| Year | 2021 |

## Paper authors

- [Zhanhe Liu](https://scholariq.org/researchers/zhanhe-liu/)
- [Joe Bible](https://scholariq.org/researchers/joe-bible/)
- [Ziyang Zhang](https://scholariq.org/researchers/ziyang-zhang-2/)
- [Ravikiran B. Singapogu](https://scholariq.org/researchers/ravikiran-b-singapogu/)

## Paper primary topic

- [Surgical Simulation and Training](https://scholariq.org/topics/surgical-simulation-and-training/)

## Paper topics

- [Surgical Simulation and Training](https://scholariq.org/topics/surgical-simulation-and-training/)
- [Hemodynamic Monitoring and Therapy](https://scholariq.org/topics/hemodynamic-monitoring-and-therapy/)
- [Hospital Admissions and Outcomes](https://scholariq.org/topics/hospital-admissions-and-outcomes/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.