# Surgical reporting for laparoscopic cholecystectomy based on phase annotation by a convolutional neural network (CNN) and the phenomenon of phase flickering: a proof of concept

> Research article (International Journal of Computer Assisted Radiology and Surgery, 2022) · cited 19× · AI/ML

**Wikidata**: [openalex:W4281612613](https://www.wikidata.org/wiki/openalex:W4281612613)  
**Source**: https://4ort.xyz/entity/surgical-reporting-for-laparoscopic-cholecystectomy-based-on-phase-annotation-by-a-convolutional-neural-network-cnn-and-