Research output
Selected recent papers. The complete list, with citation counts, lives on Google Scholar.
Development of a digital phenotype for immune-related colitis
JCO Clinical Cancer Informatics · 10:e2500366
Real-world performance of point-of-care metre, blood gas and laboratory glucose methods in Australian and American hospital inpatient cohorts
Diabetic Medicine · e70395
Evaluating the fitness for purpose of primary care data from electronic health records for automated antimicrobial prescribing audits
Applied Clinical Informatics · 17(02):225–236
Data assimilation in emergency department simulations for real-time disaster response
International Journal of Disaster Risk Reduction · 105995
Real-time measures of ICU strain and their impact on patient outcomes: a systematic review
In press
Development and implementation of a computerised clinical decision support system for hospital-in-the-home patient identification
Internal Medicine Journal
Evaluating the implementation of a digital coordination centre in an Australian hospital setting: a mixed method study protocol
BMJ Health & Care Informatics · 32(1):e101300
Development of an evidence-informed implementation strategy for a digital supportive care platform for brain tumour patients, their carers and healthcare professionals
Digital Health · 11:20552076251316713
Bridging the gap: challenges and strategies for the implementation of artificial intelligence-based clinical decision support systems in clinical practice
Yearbook of Medical Informatics · 33(01):103–114
Measuring and visualizing healthcare process variability
Journal of Biomedical Informatics · 104918
To framework, or not to framework? Reflections from co-design of a digital supportive care platform for patients with brain tumours and their carers
Digital Health · 11:20552076251339302
Comparing text-based clinical risk prediction in critical care: a note-specific hierarchical network and large language models
IEEE Journal of Biomedical and Health Informatics
UI/UX design requirements for young stroke survivors: recommendations from the literature
npj Digital Medicine · 8(1):417
Uncovering digital overdiagnosis — quantification and mitigation using clinical trajectories: heparin-induced thrombocytopenia use case
Journal of Biomedical Informatics · 104876
Implementation of a digital coordination centre in a hospital: a qualitative evaluation of enablers, barriers and strategies
BMC Health Services Research · 25(1):1185
Feasibility of semiautomated surveillance of healthcare-associated Staphylococcus aureus bloodstream infections using hospital electronic health records in Victoria, Australia
BMJ Health & Care Informatics · 32(1):e101427
For the complete list, visit Google Scholar ↗