Human factors in the causation of road traffic crashes
E Petridou, M Moustaki - European journal of epidemiology, 2000 - Springer
Road traffic crashes (RTCs) are responsible for a substantial fraction of morbidity and
mortality and are responsible for more years of life lost than most of human diseases. In this …
mortality and are responsible for more years of life lost than most of human diseases. In this …
Managing work zone safety during road maintenance and construction activities: challenges and opportunities
In the US, hundreds of people lose their lives each year, and many more are injured, in
street and highway maintenance and construction work zones. The Occupational Safety and …
street and highway maintenance and construction work zones. The Occupational Safety and …
Injury severity on traffic crashes: A text mining with an interpretable machine-learning approach
The analysis of traffic crash severities provides significant information for the development of
safety countermeasures. Most available traffic crash datasets contain rich information …
safety countermeasures. Most available traffic crash datasets contain rich information …
Insidious safety threat of fatigue: Investigating construction workers' risk of accident due to fatigue
The construction industry is among the most hazardous occupations. Workers are expected
to fulfill physically and mentally demanding tasks in construction environments while they …
to fulfill physically and mentally demanding tasks in construction environments while they …
Text mining and topic modeling of compendiums of papers from transportation research board annual meetings
The collective knowledge system has been advancing rapidly in the recent past. The
digitalization of information in many online media—such as blogs, social media, articles …
digitalization of information in many online media—such as blogs, social media, articles …
[HTML][HTML] Classifying injury narratives of large administrative databases for surveillance—A practical approach combining machine learning ensembles and human …
HR Marucci-Wellman, HL Corns, MR Lehto - Accident Analysis & …, 2017 - Elsevier
Injury narratives are now available real time and include useful information for injury
surveillance and prevention. However, manual classification of the cause or events leading …
surveillance and prevention. However, manual classification of the cause or events leading …
[HTML][HTML] Exploring factors contributing to injury severity at work zones considering adverse weather conditions
Despite recent efforts to improve work zone safety, the frequency and severity of crashes at
work zones are still considerably high. The effect of work zones on traffic safety can be …
work zones are still considerably high. The effect of work zones on traffic safety can be …
Identification and analysis of misclassified work-zone crashes using text mining techniques
Work zone safety management and research relies heavily on the quality of work zone crash
data. However, it is possible that a police officer may misclassify a crash in structured data …
data. However, it is possible that a police officer may misclassify a crash in structured data …
Welding related occupational eye injuries: a narrative analysis
DA Lombardi, R Pannala, GS Sorock… - Injury …, 2005 - injuryprevention.bmj.com
Objective: To determine the activities and circumstances proximal to a welding related
occupational eye injury, a hybrid narrative coding approach derived from two well …
occupational eye injury, a hybrid narrative coding approach derived from two well …
[HTML][HTML] Applying interpretable machine learning to classify tree and utility pole related crash injury types
In spite of enormous improvements in vehicle safety, roadway design, and operations, there
is still an excessive amount of traffic crashes resulting in injuries and major productivity …
is still an excessive amount of traffic crashes resulting in injuries and major productivity …