# Deep learning for large-scale point cloud segmentation in tunnels considering causal inference

> Research article (Automation in Construction, 2023) · cited 35× · AI/ML

**Wikidata**: [openalex:W4376253919](https://www.wikidata.org/wiki/openalex:W4376253919)  
**Source**: https://4ort.xyz/entity/deep-learning-for-large-scale-point-cloud-segmentation-in-tunnels-considering-causal-inference