# A spatiotemporal deep learning approach for pedestrian crash risk prediction based on POI trip characteristics and pedestrian exposure intensity

> Research article (Accident Analysis & Prevention, 2024) · cited 17× · AI/ML

**Wikidata**: [openalex:W4391669463](https://www.wikidata.org/wiki/openalex:W4391669463)  
**Source**: https://4ort.xyz/entity/a-spatiotemporal-deep-learning-approach-for-pedestrian-crash-risk-prediction-based-on-poi-trip-characteristics-and-pedes