List of works - Kirsten Vallmuur

A Comparative Process Mining Analysis of Road Trauma Patient Pathways

scientific article published on 14 May 2020

A needle in a haystack: the use of routinely collected emergency department injury surveillance data to help identify physical child abuse.

scientific article

Age-related trends in injury and injury severity presenting to emergency departments in New South Wales Australia: Implications for major injury surveillance and trauma systems.

scientific article published on 13 August 2016

Alcohol-related emergency department injury presentations in Queensland adolescents and young adults over a 13-year period

scientific article published on 10 October 2014

Artificial intelligence or manufactured stupidity? The need for injury informaticians in the big data era

scientific article published on 01 August 2020

Characteristics of accidental injuries from power tools treated at two emergency departments in Queensland

scientific article published on 08 November 2018

Communicating consequences with costs: a commentary on Corso et al's cost of injury

scientific article published on 26 October 2015

Current profile of cycling injuries: A retrospective analysis of a trauma centre level 1 in Queensland

scientific article

Estimating under-reporting of road crash injuries to police using multiple linked data collections.

scientific article

Exploring first‐year academic achievement through structural equation modelling

article

Falls from ladders in Australia: comparing occupational and non-occupational injuries across age groups.

scientific article

Harnessing information from injury narratives in the 'big data' era: understanding and applying machine learning for injury surveillance

scientific article

Hazardous children's products on the Australian and US market 2011-2017: an empirical analysis of child-related product safety recalls

scientific article published on 08 August 2019

Impact of ladder-related falls on the emergency department and recommendations for ladder safety

scientific article published on 14 September 2017

Improving autocoding performance of rare categories in injury classification: Is more training data or filtering the solution?

scientific article published on 8 November 2017

Infant product-related injuries: comparing specialised injury surveillance and routine emergency department data.

scientific article

Injury narrative text classification using factorization model

scientific article

Leveraging Data Quality to Better Prepare for Process Mining: An Approach Illustrated Through Analysing Road Trauma Pre-Hospital Retrieval and Transport Processes in Queensland

scientific article published on 29 March 2019

Machine learning approaches to analysing textual injury surveillance data: a systematic review.

scientific article

Monitoring Injuries Associated with Mandated Children's Products in Australia: What Can the Data Tell Us?

article

Priorities for trauma quality improvement and registry use in Australia and New Zealand

scientific article published on 25 September 2019

Quantity of documentation of maltreatment risk factors in injury-related paediatric hospitalisations.

scientific article

Reliability of routinely collected hospital data for child maltreatment surveillance

scientific article

The Extent of Consumer Product Involvement in Paediatric Injuries

scientific article published on 07 July 2016

Using routinely collected hospital data for child maltreatment surveillance: issues, methods and patterns.

scientific article

Value of emergency department triage data to describe and understand patterns and mechanisms of cycling injuries

article by Rob Eley et al published 15 July 2018 in Emergency Medicine Australasia

Who Succeeds at University? Factors predicting academic performance in first year Australian university students

article

Why do Queenslanders seek care in emergency departments? A population study.

scientific article published on 7 September 2015

List of works by Kirsten Vallmuur

A Comparative Process Mining Analysis of Road Trauma Patient Pathways

A needle in a haystack: the use of routinely collected emergency department injury surveillance data to help identify physical child abuse.

Age-related trends in injury and injury severity presenting to emergency departments in New South Wales Australia: Implications for major injury surveillance and trauma systems.

Alcohol-related emergency department injury presentations in Queensland adolescents and young adults over a 13-year period

Artificial intelligence or manufactured stupidity? The need for injury informaticians in the big data era

Characteristics of accidental injuries from power tools treated at two emergency departments in Queensland

Communicating consequences with costs: a commentary on Corso et al's cost of injury

Current profile of cycling injuries: A retrospective analysis of a trauma centre level 1 in Queensland

Estimating under-reporting of road crash injuries to police using multiple linked data collections.

Exploring first‐year academic achievement through structural equation modelling

Falls from ladders in Australia: comparing occupational and non-occupational injuries across age groups.

Harnessing information from injury narratives in the 'big data' era: understanding and applying machine learning for injury surveillance

Hazardous children's products on the Australian and US market 2011-2017: an empirical analysis of child-related product safety recalls

Impact of ladder-related falls on the emergency department and recommendations for ladder safety

Improving autocoding performance of rare categories in injury classification: Is more training data or filtering the solution?

Infant product-related injuries: comparing specialised injury surveillance and routine emergency department data.

Injury narrative text classification using factorization model

Leveraging Data Quality to Better Prepare for Process Mining: An Approach Illustrated Through Analysing Road Trauma Pre-Hospital Retrieval and Transport Processes in Queensland

Machine learning approaches to analysing textual injury surveillance data: a systematic review.

Monitoring Injuries Associated with Mandated Children's Products in Australia: What Can the Data Tell Us?

Priorities for trauma quality improvement and registry use in Australia and New Zealand

Quantity of documentation of maltreatment risk factors in injury-related paediatric hospitalisations.

Reliability of routinely collected hospital data for child maltreatment surveillance

The Extent of Consumer Product Involvement in Paediatric Injuries

Using routinely collected hospital data for child maltreatment surveillance: issues, methods and patterns.

Value of emergency department triage data to describe and understand patterns and mechanisms of cycling injuries

Who Succeeds at University? Factors predicting academic performance in first year Australian university students

Why do Queenslanders seek care in emergency departments? A population study.