# Robustness of Convolutional Neural Networks for Surgical Tool Classification in Laparoscopic Videos from Multiple Sources and of Multiple Types: A Systematic Evaluation

> Research article (Electronics, 2022) · cited 10× · AI/ML

**Wikidata**: [openalex:W4295211360](https://www.wikidata.org/wiki/openalex:W4295211360)  
**Source**: https://4ort.xyz/entity/robustness-of-convolutional-neural-networks-for-surgical-tool-classification-in-laparoscopic-videos-from-multiple-source