Harnessing the multimodal data integration and deep learning for occupational injury severity prediction
Most previous studies have neglected the potential of integrating structured data and
unstructured workplace injury reports to perform a predictive analysis of occupational injury …
unstructured workplace injury reports to perform a predictive analysis of occupational injury …
Contextualizing injury severity from occupational accident reports using an optimized deep learning prediction model
MZF Khairuddin, S Sankaranarayanan… - PeerJ Computer …, 2024 - peerj.com
Background This study introduced a novel approach for predicting occupational injury
severity by leveraging deep learning-based text classification techniques to analyze …
severity by leveraging deep learning-based text classification techniques to analyze …
An integrated model combining BERT and tree-augmented naive Bayes for analyzing risk factors of construction accident
S Liu, J Shen, J Zhang - Kybernetes, 2024 - emerald.com
Purpose Learning from past construction accident reports is critical to reducing their
occurrence. Digital technology provides feasibility for extracting risk factors from …
occurrence. Digital technology provides feasibility for extracting risk factors from …