Mr Rudolf Schnetler
Casual Research Assistant
Centre for Health Services Research
Publications
Journal Articles
Schnetler, Rudolf J., Vangaveti, Venkat N., Crowley, Benjamin J., Keogh, Joshua K., Harris, Trudie, Parker, Dale, Watson, Jane, Edwards, Teresa, Westwood, Peter, Birden, Hudson, Daly, Marina, Keyes, Kieran, Biros, Erik and Mallett, Andrew J. (2025). Development and implementation of digital solutions in healthcare: insights from the Australian tertiary hospital landscape. Frontiers in Digital Health, 7 1543225, 1543225-7. doi: 10.3389/fdgth.2025.1543225
Schnetler, Rudolf, van der Vegt, Anton, Kalke, Vikrant R., Lane, Paul and Scott, Ian (2025). False hope of a single generalisable AI sepsis prediction model: bias and proposed mitigation strategies for improving performance based on a retrospective multisite cohort study. BMJ Quality and Safety bmjqs-2024-018328, 1-10. doi: 10.1136/bmjqs-2024-018328
van der Vegt, Anton H., Scott, Ian A., Dermawan, Krishna, Schnetler, Rudolf J., Kalke, Vikrant R. and Lane, Paul J. (2023). Implementation frameworks for end-to-end clinical AI: derivation of the SALIENT framework. Journal of the American Medical Informatics Association, 30 (9), 1503-1515. doi: 10.1093/jamia/ocad088
van der Vegt, Anton H., Scott, Ian A., Dermawan, Krishna, Schnetler, Rudolf J., Kalke, Vikrant R. and Lane, Paul J. (2023). Deployment of machine learning algorithms to predict sepsis: systematic review and application of the SALIENT clinical AI implementation framework. Journal of the American Medical Informatics Association, 30 (7), 1349-1361. doi: 10.1093/jamia/ocad075