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2024 Journal Article Implementing AI in Hospitals to Achieve a Learning Health System: Systematic Review of Current Enablers and BarriersKamel Rahimi, Amir, Pienaar, Oliver, Ghadimi, Moji, Canfell, Oliver J., Pole, Jason D., Shrapnel, Sally, van der Vegt, Anton H. and Sullivan, Clair (2024). Implementing AI in Hospitals to Achieve a Learning Health System: Systematic Review of Current Enablers and Barriers. Journal of Medical Internet Research, 26 e49655, 1-29. doi: 10.2196/49655 |
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2024 Journal Article Achieving large-scale clinician adoption of AI-enabled decision supportScott, Ian A., van der Vegt, Anton, Lane, Paul, McPhail, Steven and Magrabi, Farah (2024). Achieving large-scale clinician adoption of AI-enabled decision support. BMJ Health & Care Informatics, 31 (1) ARTN e100971, e100971. doi: 10.1136/bmjhci-2023-100971 |
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2024 Journal Article Seamless EMR data access: integrated governance, digital health and the OMOP-CDMHallinan, Christine Mary, Ward, Roger, Hart, Graeme K., Sullivan, Clair, Pratt, Nicole, Ng, Ashley P., Capurro, Daniel, Van Der Vegt, Anton, Liaw, Siaw-Teng, Daly, Oliver, Luxan, Blanca Gallego, Bunker, David and Boyle, Douglas (2024). Seamless EMR data access: integrated governance, digital health and the OMOP-CDM. BMJ Health and Care Informatics, 31 (1) e100953, e100953. doi: 10.1136/bmjhci-2023-100953 |
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2024 Journal Article Systematic review and longitudinal analysis of implementing Artificial Intelligence to predict clinical deterioration in adult hospitals: what is known and what remains uncertainvan der Vegt, Anton H., Campbell, Victoria, Mitchell, Imogen, Malycha, James, Simpson, Joanna, Flenady, Tracy, Flabouris, Arthas, Lane, Paul J., Mehta, Naitik, Kalke, Vikrant R., Decoyna, Jovie A., Es’haghi, Nicholas, Liu, Chun-Huei and Scott, Ian A (2024). Systematic review and longitudinal analysis of implementing Artificial Intelligence to predict clinical deterioration in adult hospitals: what is known and what remains uncertain. Journal of the American Medical Informatics Association, 31 (2), 509-524. doi: 10.1093/jamia/ocad220 |
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2024 Journal Article Intensive care unit admission criteria: a scoping reviewSoares, James, Leung, Catherine, Campbell, Victoria, Van Der Vegt, Anton, Malycha, James and Andersen, Christopher (2024). Intensive care unit admission criteria: a scoping review. Journal of the Intensive Care Society, 25 (3), 296-307. doi: 10.1177/17511437241246901 |
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2024 Journal Article AgAsk: an agent to help answer farmer’s questions from scientific documentsKoopman, Bevan, Mourad, Ahmed, Li, Hang, van der Vegt, Anton, Zhuang, Shengyao, Gibson, Simon, Dang, Yash, Lawrence, David and Zuccon, Guido (2024). AgAsk: an agent to help answer farmer’s questions from scientific documents. International Journal on Digital Libraries, 25 (4), 569-584. doi: 10.1007/s00799-023-00369-y |
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2023 Journal Article Why clinical artificial intelligence is (almost) non-existent in Australian hospitals and how to fix itvan der Vegt, Anton, Campbell, Victoria and Zuccon, Guido (2023). Why clinical artificial intelligence is (almost) non-existent in Australian hospitals and how to fix it. Medical Journal of Australia, 220 (4), 172-175. doi: 10.5694/mja2.52195 |
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2023 Journal Article Machine learning clinical prediction models for acute kidney injury: the impact of baseline creatinine on prediction efficacyKamel Rahimi, Amir, Ghadimi, Moji, van der Vegt, Anton H., Canfell, Oliver J., Pole, Jason D., Sullivan, Clair and Shrapnel, Sally (2023). Machine learning clinical prediction models for acute kidney injury: the impact of baseline creatinine on prediction efficacy. BMC Medical Informatics and Decision Making, 23 (1) 207, 1-14. doi: 10.1186/s12911-023-02306-0 |
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2023 Journal Article Implementation frameworks for end-to-end clinical AI: derivation of the SALIENT frameworkvan 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 |
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2023 Journal Article Deployment of machine learning algorithms to predict sepsis: systematic review and application of the SALIENT clinical AI implementation frameworkvan 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 |
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2022 Journal Article Toward a learning health care system: a systematic review and evidence-based conceptual framework for implementation of clinical analytics in a digital hospitalLim, Han Chang, Austin, Jodie A., van der Vegt, Anton H., Rahimi, Amir Kamel, Canfell, Oliver J., Mifsud, Jayden, Pole, Jason D., Barras, Michael A., Hodgson, Tobias, Shrapnel, Sally and Sullivan, Clair M. (2022). Toward a learning health care system: a systematic review and evidence-based conceptual framework for implementation of clinical analytics in a digital hospital. Applied Clinical Informatics, 13 (02), 339-354. doi: 10.1055/s-0042-1743243 |
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2021 Journal Article Do better search engines really equate to better clinical decisions? If not, why not?van der Vegt, Anton, Zuccon, Guido and Koopman, Bevan (2021). Do better search engines really equate to better clinical decisions? If not, why not?. Journal of the Association for Information Science and Technology, 72 (2) asi.24398, 141-155. doi: 10.1002/asi.24398 |
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2020 Journal Article How searching under time pressure impacts clinical decision makingVan der Vegt, Anton, Zuccon, Guido, Koopman, Bevan and Deacon, Anthony (2020). How searching under time pressure impacts clinical decision making. Journal of the Medical Library Association, 108 (4), 564-573. doi: 10.5195/jmla.2020.915 |
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2020 Other Outputs Minimal interaction Information Retrieval: a theoretical framework with applications in clinical decision supportvan der Vegt, Anton (2020). Minimal interaction Information Retrieval: a theoretical framework with applications in clinical decision support. PhD Thesis, School of Information Technology and Electrical Engineering, The University of Queensland. doi: 10.14264/uql.2020.888 |
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2020 Journal Article Learning inter-sentence, disorder-centric, biomedical relationships from medical literaturevan der Vegt, Anton H., Zuccon, Guido and Koopman, Bevan (2020). Learning inter-sentence, disorder-centric, biomedical relationships from medical literature. AMIA Annual Symposium. Proceedings, 2019, 1216-1225. |
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2018 Journal Article The impact of a search engine on clinical decisions under time and system effectiveness constraints: research protocolvan der Vegt, Anton, Zuccon, Guido, Koopman, Bevan and Deacon, Anthony (2018). The impact of a search engine on clinical decisions under time and system effectiveness constraints: research protocol. JMIR Research Protocols, 8 (5) e12803, e12803-213. doi: 10.2196/12803 |
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2018 Journal Article A task completion framework to support single-interaction IR researchvan der Vegt, Anton, Zuccon, Guido, Koopman, Bevan and Bruza, Peter (2018). A task completion framework to support single-interaction IR research. Journal of Documentation, 74 (2), 289-308. doi: 10.1108/jd-09-2017-0128 |
