Injury Risk Assessment and Interpretation for Roadway Crashes Based on Pre-Crash Indicators and Machine Learning Methods

Injury Risk Assessment and Interpretation for Roadway Crashes Based on Pre-Crash Indicators and Machine Learning Methods

Pre-crash injury risk (IR) assessment is essential for guiding efforts toward active vehicle safety. This work aims to conduct crash severity assessment using pre-crash information and establish the intrinsic mechanism of IR with proper interpretation methods. The impulse–momentum theory is used to...

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Bibliographic Details
Main Authors: Chenwei Gu, Jinliang Xu, Shuqi Li, Chao Gao, Yongji Ma
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Applied Sciences
Subjects:
injury risk assessment
a priori crash analysis
crash severity
machine learning
model interpretation
Online Access:https://www.mdpi.com/2076-3417/13/12/6983

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