Kirsten Vallmuur

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

Kirsten Vallmuur, K. Vallmuur, 2015, Accident; analysis and prevention.

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

Robert Andrews, Kirsten Vallmuur, Moe T Wynn, 2019, International journal of environmental research and public health.

A Comparative Process Mining Analysis of Road Trauma Patient Pathways

Robert Andrews, Kirsten Vallmuur, Moe T Wynn, 2020, International journal of environmental research and public health.

Intelligent human-machine approaches for assigning groups of injury codes to accident narratives

Mark R. Lehto, Kirsten Vallmuur, Gaurav Nanda, 2020, Safety Science.

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

Kirsten Vallmuur, 2020, Injury Prevention.

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

Gordon S Smith, Kirsten Vallmuur, Helen R Marucci-Wellman, 2016, Injury Prevention.

Evaluation framework for the Minimum Passing Distance Rule

Ashim Kumar Debnath, Narelle L. Haworth, Amy J. Schramm, 2014 .

Pre-hospital Retrieval and Transport of Road Trauma Patients in Queensland - A Process Mining Analysis

Moe Thandar Wynn, Arthur H. M. ter Hofstede, Robert Andrews, 2018, Business Process Management Workshops.

347 Using machine learning to categorise Emergency Department data for product safety surveillance

Mark R. Lehto, Kirsten Vallmuur, Gaurav Nanda, 2016 .

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

Kirsten Vallmuur, Angela Watson, Barry Watson, 2015, Accident; analysis and prevention.

Semi-automated text mining strategies for identifying rare causes of injuries from emergency room triage data

Mark R. Lehto, Kirsten Vallmuur, Gaurav Nanda, 2019, IISE Transactions on Healthcare Systems Engineering.

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

Kirsten Vallmuur, Gaurav Nanda, Mark Lehto, 2018, Accident; analysis and prevention.

Injury narrative text classification using factorization model

Richi Nayak, Kirsten Vallmuur, Lin Chen, 2015, BMC Medical Informatics and Decision Making.

How accurate is the identification of serious traffic injuries by police? The concordance between police and hospital reported traffic injuries

Barry C. Watson, Kirsten Vallmuur, Angela Watson, 2013 .

Electronic medical record systems in Saudi Arabia: Knowledge and preferences of healthcare professionals

Kirsten Vallmuur, Michele J. Clark, M. Clark, 2015 .