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Occupational Injuries

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Pooling knowledge and improving safety for contracted works at a large industrial park.

Work (Reading, Mass.) 25227671
BACKGROUND: At a large chemical park maintenance is contracted by the major companies operating the plants to many small firms. The cultural and psychological isolation of contractor workers was recognized a root cause of severe accidents in the rece...
Chemical Industry Contract Services Decision Making Humans Information Dissemination Knowledge Bases Maintenance Occupational Health Occupational Injuries Protective Devices Safety Management User-Computer Interface
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Harnessing information from injury narratives in the 'big data' era: understanding and applying machine learning for injury surveillance.

Injury prevention : journal of the International Society for Child and Adolescent Injury Prevention 26728004
OBJECTIVE: Vast amounts of injury narratives are collected daily and are available electronically in real time and have great potential for use in injury surveillance and evaluation. Machine learning algorithms have been developed to assist in identi...
Accidents, Occupational Data Mining Databases, Factual Humans Machine Learning Models, Theoretical Occupational Injuries Population Surveillance
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Feasibility and Utility of Lexical Analysis for Occupational Health Text.

Journal of occupational and environmental medicine 28598934
OBJECTIVE: Assess feasibility and potential utility of natural language processing (NLP) for storing and analyzing occupational health data.
Data Mining Feasibility Studies Humans Mining Natural Language Processing Occupational Exposure Occupational Health Occupational Injuries Terminology as Topic Unified Medical Language System
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Applying Machine Learning to Workers' Compensation Data to Identify Industry-Specific Ergonomic and Safety Prevention Priorities: Ohio, 2001 to 2011.

Journal of occupational and environmental medicine 28953071
OBJECTIVE: This study leveraged a state workers' compensation claims database and machine learning techniques to target prevention efforts by injury causation and industry.
Ergonomics Humans Industry Machine Learning Musculoskeletal Diseases Occupational Diseases Occupational Health Occupational Injuries Ohio Safety Workers' Compensation
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