Anton van der Vegt

Anton van der Vegt Postdoc Research Fellow UQ

Graduated from UQ (sponsored by CSIRO); Thesis: Minimal interaction Information Retrieval - a theoretical framework with applications in clinical decision support.

2024

Achieving large-scale clinician adoption of AI-enabled decision support

Ian A. Scott, Anton van der Vegt, Paul Lane, Steven McPhail, Farah Magrabi

BMJ Health & Care Informatics · 01 May 2024 · 10.1136/bmjhci-2023-100971

Intensive care unit admission criteria: a scoping review

James Soares, Catherine Leung, Victoria Campbell, Anton Van Der Vegt, James Malycha, Christopher Andersen

Journal of the Intensive Care Society · 15 Apr 2024 · 10.1177/17511437241246901

Seamless EMR data access: Integrated governance, digital health and the OMOP-CDM

Christine Mary Hallinan, Roger Ward, Graeme K Hart, Clair Sullivan, Nicole Pratt, …, Siaw-Teng Liaw, Oliver Daly, Blanca Gallego Luxan, David Bunker, Douglas Boyle

BMJ Health & Care Informatics · 01 Feb 2024 · 10.1136/bmjhci-2023-100953

2023

Why clinical artificial intelligence is (almost) non‐existent in Australian hospitals and how to fix it

Anton van der Vegt, Victoria Campbell, Guido Zuccon

Medical Journal of Australia · 26 Dec 2023 · 10.5694/mja2.52195

Systematic review and longitudinal analysis of implementing Artificial Intelligence to predict clinical deterioration in adult hospitals: what is known and what remains uncertain

Anton H van der Vegt, Victoria Campbell, Imogen Mitchell, James Malycha, Joanna Simpson, …, Vikrant R Kalke, Jovie A Decoyna, Nicholas Es’haghi, Chun-Huei Liu, Ian A Scott

Journal of the American Medical Informatics Association · 14 Nov 2023 · 10.1093/jamia/ocad220

Integrated Data Governance, Digital Health, and the Common Data Model (OMOP-CDM)

Christine Mary Hallinan, Roger Ward, Graeme K Hart, Clair Sullivan, Nicole Pratt, …, Teng Liaw, Oliver Daly, Blanca Gallego Luxan, David Bunker, Douglas Boyle

Research Square Platform LLC · 27 Oct 2023 · 10.21203/rs.3.rs-3479039/v1

Machine learning clinical prediction models for acute kidney injury: the impact of baseline creatinine on prediction efficacy

Amir Kamel Rahimi, Moji Ghadimi, Anton H. van der Vegt, Oliver J. Canfell, Jason D. Pole, Clair Sullivan, Sally Shrapnel

BMC Medical Informatics and Decision Making · 09 Oct 2023 · 10.1186/s12911-023-02306-0

AgAsk: an agent to help answer farmer’s questions from scientific documents

Bevan Koopman, Ahmed Mourad, Hang Li, Anton van der Vegt, Shengyao Zhuang, Simon Gibson, Yash Dang, David Lawrence, Guido Zuccon

International Journal on Digital Libraries · 19 Jun 2023 · 10.1007/s00799-023-00369-y

Implementation frameworks for end-to-end clinical AI: derivation of the SALIENT framework

Anton H van der Vegt, Ian A Scott, Krishna Dermawan, Rudolf J Schnetler, Vikrant R Kalke, Paul J Lane

Journal of the American Medical Informatics Association · 19 May 2023 · 10.1093/jamia/ocad088

Deployment of machine learning algorithms to predict sepsis: systematic review and application of the SALIENT clinical AI implementation framework

Anton H van der Vegt, Ian A Scott, Krishna Dermawan, Rudolf J Schnetler, Vikrant R Kalke, Paul J Lane

Journal of the American Medical Informatics Association · 12 May 2023 · 10.1093/jamia/ocad075

2022

Toward a Learning Health Care System: A Systematic Review and Evidence-Based Conceptual Framework for Implementation of Clinical Analytics in a Digital Hospital

Han Chang Lim, Jodie A. Austin, Anton H. van der Vegt, Amir Kamel Rahimi, Oliver J. Canfell, …, Jason D. Pole, Michael A. Barras, Tobias Hodgson, Sally Shrapnel, Clair M. Sullivan

Applied Clinical Informatics · 01 Mar 2022 · 10.1055/s-0042-1743243