A framework for near real-time occupant injury risk prediction using a sequence-to-sequence deep learning approach

Bance, Iason<sup>1</sup>; Nie, Bingbing<sup>1</sup>

Affiliations

¹School of Vehicle and Mobility at Tsinghua University, China

Links

URL: http://www.ircobi.org/wordpress/downloads/irc19/pdf-files/20.pdf

Cited By (6)

Year	Entry
2022	Wang Q, Xu D, Shang S, Nie B. An adaptive transferring framework to accelerate the development of occupant injury prediction algorithms. In: Proceedings of the 2022 International IRCOBI Conference on the Biomechanics of Injury. September 14-16, 2022; Porto, Portugal.146-147.
2022	Shang S, Pei X, Li Q, Nie B. Building a posture incorporated dataset of occupant injuries in vehicle collisions based on multi-source data fusion. In: Proceedings of the 2022 International IRCOBI Conference on the Biomechanics of Injury. September 14-16, 2022; Porto, Portugal.658-660.
2023	Wang Q, Xu D, Zhou Q, Nie B. A knowledge distillation-based training framework improves the accuracy of pre-crash occupant injury prediction models with high computation efficiency. In: Proceedings of the 2023 International IRCOBI Conference on the Biomechanics of Injury. September 13-165, 2023; Cambridge, United Kingdom.845-846.
2020	Chen W, Zhou Q, Gan S, Nie B. Generating a large-scale numerical database of motor vehicle crashes for rapid injury severity prediction. In: Proceedings of the 2020 International IRCOBI Asia Conference on the Biomechanics of Injury. 2020; Beijing, China.25-28.
2021	Wang Q, Chen W, Sun Z, Lin M, Zhou Q, Nie B. A safety-focused vehicle driving strategy towards minimal injury severity in imminent collision scenarios. In: Proceedings of the 2021 International IRCOBI Asia Conference on the Biomechanics of Injury. June 2-2, 2021; Online.21-24.
2021	Chen W, Wang Q, Wang Y, Zheng H, Huang Y, Zhou Q, Nie B. A generation model of vehicle crash pulse for injury severity prediction based on a typical sedan. In: Proceedings of the 2021 International IRCOBI Asia Conference on the Biomechanics of Injury. June 2-2, 2021; Online.33-36.