# Enhancing road safety with machine learning: Current advances and future directions in accident prediction using non-visual data

> Research article (Engineering Applications of Artificial Intelligence, 2024) · cited 18× · AI/ML

**Wikidata**: [openalex:W4401494156](https://www.wikidata.org/wiki/openalex:W4401494156)  
**Source**: https://4ort.xyz/entity/enhancing-road-safety-with-machine-learning-current-advances-and-future-directions-in-accident-prediction-using-non-visu