crossrefSustainability2026-06-01Cited by 1
Explainable Machine Learning for Cyclist Injury Severity in Bicycle–Vehicle Crashes in Poland: Association Patterns and Implications for Sustainable Road Safety
Road safety is a prerequisite for sustainable mobility, yet cyclists remain disproportionately exposed to severe outcomes in mixed traffic. Using police-reported bicycle–vehicle crashes from the national SEWIK registry in Poland (152,567 cyclist-involved records; 2015–2024), this…