# Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark

> Research article (Medical Image Analysis, 2023) · cited 94× · AI/ML

**Wikidata**: [openalex:W3203457317](https://www.wikidata.org/wiki/openalex:W3203457317)  
**Source**: https://4ort.xyz/entity/comparative-validation-of-machine-learning-algorithms-for-surgical-workflow-and-skill-analysis-with-the-heichole-benchma