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2024

Book Chapter

Embedding evidence-base practice into routine care

Scott, Ian, Del Mar, Chris, Hoffmann, Tammy and Bennett, Sally (2024). Embedding evidence-base practice into routine care. Evidence-based practice across the health professions. (pp. 343-356) edited by Tammy Hoffmann, Sally Bennett and Christopher Del Mar. Chatswood, NSW, Australia: Elsevier.

Embedding evidence-base practice into routine care

2024

Journal Article

Reducing potentially inappropriate polypharmacy at a national and international level: the impact of deprescribing networks

McDonald, Emily G., Lundby, Carina, Thompson, Wade, Boyd, Cynthia, Farrell, Barbara, Gagnon, Camille, Herbin, Jennie, Khuong, Ninh, Moriarty, Frank, Pierson, Tiphaine, Scott, Sion, Scott, Ian A., Silvius, Jim, Spinewine, Anne, Steinman, Michael A., Tannenbaum, Cara, Trimble, Johanna, Turner, Justin P. and Reeve, Emily (2024). Reducing potentially inappropriate polypharmacy at a national and international level: the impact of deprescribing networks. Expert Review of Clinical Pharmacology, 17 (5-6), 433-440. doi: 10.1080/17512433.2024.2355270

Reducing potentially inappropriate polypharmacy at a national and international level: the impact of deprescribing networks

2023

Journal Article

Too much versus too little: looking for the “sweet spot” in optimal use of diagnostic investigations

Scott, Ian A., Crock, Carmel and Twining, Matthew (2023). Too much versus too little: looking for the “sweet spot” in optimal use of diagnostic investigations. Medical Journal of Australia, 220 (2), 67-70. doi: 10.5694/mja2.52193

Too much versus too little: looking for the “sweet spot” in optimal use of diagnostic investigations

2023

Journal Article

First do no harm in responding to incidental imaging findings

Scott, Ian A., Slavotinek, John and Glasziou, Paul P. (2023). First do no harm in responding to incidental imaging findings. Medical Journal of Australia, 220 (1), 7-9. doi: 10.5694/mja2.52177

First do no harm in responding to incidental imaging findings

2023

Conference Publication

Development and validation of a machine learning algorithm to optimise the dosing of unfractionated heparin

Barras, Michael, Falconer, Nazanin, Abdel-Hafez, Ahmad, Scott, Ian, Marxen, Sven, Van Garderen, Aaron, Bonilla, Oscar and Canaris, Stephen (2023). Development and validation of a machine learning algorithm to optimise the dosing of unfractionated heparin. 81st FIP World Congress of Pharmacy and Pharmaceutical Sciences, Brisbane, QLD Australia, 24 - 28 September 2023. The Hague, Netherlands: International Pharmaceutical Federation. doi: 10.46542/pe.2023.236.329349

Development and validation of a machine learning algorithm to optimise the dosing of unfractionated heparin

2023

Journal Article

RELEASE (REdressing Long-tErm Antidepressant uSE): protocol for a 3-arm pragmatic cluster randomised controlled trial effectiveness-implementation hybrid type-1 in general practice

Wallis, Katharine A., Donald, Maria, Horowitz, Mark, Moncrieff, Joanna, Ware, Robert S., Byrnes, Joshua, Thrift, Karen, Cleetus, MaryAnne, Panahi, Idin, Zwar, Nicholas, Morgan, Mark, Freeman, Chris and Scott, Ian (2023). RELEASE (REdressing Long-tErm Antidepressant uSE): protocol for a 3-arm pragmatic cluster randomised controlled trial effectiveness-implementation hybrid type-1 in general practice. Trials, 24 (1) 615, 1-14. doi: 10.1186/s13063-023-07646-w

RELEASE (REdressing Long-tErm Antidepressant uSE): protocol for a 3-arm pragmatic cluster randomised controlled trial effectiveness-implementation hybrid type-1 in general practice

2023

Journal Article

Navigating the machine learning pipeline: a scoping review of inpatient delirium prediction models

Strating, Tom, Shafiee Hanjani, Leila, Tornvall, Ida, Hubbard, Ruth and Scott, Ian A. (2023). Navigating the machine learning pipeline: a scoping review of inpatient delirium prediction models. BMJ Health & Care Informatics, 30 (1) e100767, e100767. doi: 10.1136/bmjhci-2023-100767

Navigating the machine learning pipeline: a scoping review of inpatient delirium prediction models

2023

Journal Article

Digital health competencies for the next generation of physicians

Scott, Ian A., Shaw, Tim, Slade, Christine, Wan, Tai T., Coorey, Craig, Johnson, Sandra L. J. and Sullivan, Clair M. (2023). Digital health competencies for the next generation of physicians. Internal Medicine Journal, 53 (6), 1042-1049. doi: 10.1111/imj.16122

Digital health competencies for the next generation of physicians

2023

Journal Article

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

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

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

2023

Journal Article

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

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

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

2023

Journal Article

Coping with uncertainty in clinical practice: a narrative review

Scott, Ian A., Doust, Jenny A., Keijzers, Gerben B. and Wallis, Katharine A. (2023). Coping with uncertainty in clinical practice: a narrative review. Medical Journal of Australia, 218 (9), 418-425. doi: 10.5694/mja2.51925

Coping with uncertainty in clinical practice: a narrative review

2023

Journal Article

Appropriate use of transthoracic echocardiography in the investigation of general medicine patients presenting with syncope or presyncope

Simos, Peter and Scott, Ian (2023). Appropriate use of transthoracic echocardiography in the investigation of general medicine patients presenting with syncope or presyncope. Postgraduate Medical Journal, 99 (1170) postgradmedj-2021-141416, 279-285. doi: 10.1136/postgradmedj-2021-141416

Appropriate use of transthoracic echocardiography in the investigation of general medicine patients presenting with syncope or presyncope

2023

Journal Article

An organisational approach to improving diagnostic safety

Scott, Ian A. and Crock, Carmel (2023). An organisational approach to improving diagnostic safety. Australian Health Review, 47 (3), 261-267. doi: 10.1071/ah22287

An organisational approach to improving diagnostic safety

2023

Journal Article

Recognition and management of hospital-acquired sepsis among older general medical inpatients: a multi-site retrospective study

Barker, Nicholas, Scott, Ian A., Seaton, Robert, Mehta, Naitik, Kalke, Vikrant R. and Redpath, Lyndell (2023). Recognition and management of hospital-acquired sepsis among older general medical inpatients: a multi-site retrospective study. International Journal of General Medicine, Volume 16, 1039-1046. doi: 10.2147/ijgm.s400839

Recognition and management of hospital-acquired sepsis among older general medical inpatients: a multi-site retrospective study

2023

Book Chapter

Investigation of Syncope

Scott, Ian (2023). Investigation of Syncope. Beyond Evidence-Based Medicine. (pp. 161-163) Singapore: Springer. doi: 10.1007/978-981-99-4440-8_38

Investigation of Syncope

2023

Book Chapter

Polypharmacy and Deprescribing

Scott, Ian (2023). Polypharmacy and Deprescribing. Beyond Evidence-Based Medicine. (pp. 7-10) Singapore: Springer. doi: 10.1007/978-981-99-4440-8_2

Polypharmacy and Deprescribing

2023

Book Chapter

Advance Care Planning

Scott, Ian (2023). Advance Care Planning. Beyond Evidence-Based Medicine. (pp. 107-109) Singapore: Springer. doi: 10.1007/978-981-99-4440-8_25

Advance Care Planning

2023

Book Chapter

Overdiagnosis

Scott, Ian (2023). Overdiagnosis. Beyond Evidence-Based Medicine. (pp. 11-14) Singapore: Springer. doi: 10.1007/978-981-99-4440-8_3

Overdiagnosis

2023

Book Chapter

Looking for Causes of Delirium

Scott, Ian (2023). Looking for Causes of Delirium. Beyond Evidence-Based Medicine. (pp. 85-88) Singapore: Springer. doi: 10.1007/978-981-99-4440-8_20

Looking for Causes of Delirium

2022

Journal Article

Quality of observational studies of clinical interventions: a meta-epidemiological review

Grosman, Sergei and Scott, Ian A. (2022). Quality of observational studies of clinical interventions: a meta-epidemiological review. BMC Medical Research Methodology, 22 (1) 313, 1-14. doi: 10.1186/s12874-022-01797-1

Quality of observational studies of clinical interventions: a meta-epidemiological review