# Multimodal automatic assessment of acute pain through facial videos and heart rate signals utilizing transformer-based architectures

> Research article (Frontiers in Pain Research, 2024) · cited 40× · AI/ML

**Wikidata**: [openalex:W4393229262](https://www.wikidata.org/wiki/openalex:W4393229262)  
**Source**: https://4ort.xyz/entity/multimodal-automatic-assessment-of-acute-pain-through-facial-videos-and-heart-rate-signals-utilizing-transformer-based-a