An Integrated Causal Inference Framework for Traffic Safety Modeling with Semantic Street-View Visual Features

Lishan Sun, Yujia Cheng, Pengfei Cui +4

Macroscopic traffic safety modeling aims to identify critical risk factors for regional crashes, thereby informing targeted policy interventions for safety improvement. However, cu…