Kirsten Vallmuur

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

Angela Watson, Barry C. Watson, Kirsten Vallmuur · Accident Analysis & Prevention · 2015 · 158 citations

Engineering, Data Science, Accident Investigation +14

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, Moe Thandar Wynn, Kirsten Vallmuur et al. · International Journal of Environmental Research and Public Health · 2019 · 55 citations · Full text

Engineering, Business Intelligence, Retrieval Services Queensland +21

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

Kirsten Vallmuur, Helen Marucci‐Wellman, Jennifer Taylor et al. · Injury Prevention · 2016 · 49 citations · Full text

Injury narrative text classification using factorization model

Lin Chen, Kirsten Vallmuur, Richi Nayak · BMC Medical Informatics and Decision Making · 2015 · 29 citations · Full text

Engineering, Machine Learning, Narrative Text +23

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

Rihab Abdulaziz Hasanain, Kirsten Vallmuur, Michele Clark · QUT ePrints (Queensland University of Technology) · 2015 · 29 citations · Full text