Publications by authors named "Toby Gilbert"

Claim this Profile
P
Predicting the Emergency Department Patient Journey Using a Machine Learning Approach.
Joshua George Kovoor, Gavin John Carmichael, Brandon Stretton, Aashray K Gupta, Oliver S Kleinig, Toby Gilbert

JMIR AI· December 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
Z
Zero-shot large language model application for surgical site infection auditing.
Shrirajh Satheakeerthy, Brandon Stretton, James Tsimiklis, Andrew Ec Booth, Sarah Howson, Toby Gilbert

Infect Dis Health· November 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
I
Intravenous immunoglobulin weaning evaluation with zero-shot large language model classification.
Emily Burton, Shrirajh Satheakeerthy, Rudy Goh, Brandon Stretton, Andrew E C Booth, Toby Gilbert

Transfus Med· November 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
F
Fully Loaded: Digoxin Initiation and Monitoring.
Jinara Devinuwara, Pany Virdi, Sheryn Tan, Ong Sze Tong, Jeng Swen Ng, Toby Gilbert

Heart Lung Circ· September 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
T
Time for a rethink? Discharge summary completion is often delayed and associated with increased readmission.
Oliver Kleinig, Lewis Hains, Ashwin Murugappa, Samuel Gluck, Jarrod Marks, Toby Gilbert

Intern Med J· September 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
C
Clindamycin intravenous to oral switch automatic notifications: a pilot study.
Shrirajh Satheakeerthy, Sal Ging Vong, Rory Hannah, Melissa Teo, Christina Gao, Toby Gilbert

Intern Med J· September 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
L
Long-term outcomes following a rapid response team attendance.
Krishnaswamy Sundararajan, Toby Gilbert, Alice O'Connell, Arthas Flabouris

Aust Crit Care· July 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
E
Epilepsy surgery candidate identification with artificial intelligence: An implementation study.
Sheryn Tan, Rudy Goh, Alexander Wright, Jeng Swen Ng, Lewis Hains, Toby Gilbert

J Clin Neurosci· May 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
L
Large language model discharge summary preparation using real-world electronic medical record data shows promise.
Lewis Hains, Oliver Kleinig, Ashwin Murugappa, Samuel Gluck, Jarrod Marks, Toby Gilbert

Intern Med J· May 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
T
The Adelaide Score: prospective implementation of an artificial intelligence system to improve hospital and cost efficiency.
Joshua G Kovoor, Brandon Stretton, Aashray K Gupta, Alexander Beath, Mathew O Jacob, Toby Gilbert

ANZ J Surg· March 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
M
Medication shortage behaviour change with multidisciplinary clinician-designed digital notification intervention.
Melissa Teo, Brandon Stretton, Andrew E C Booth, Shrirajh Satheakeerthy, Sarah Howson, Toby Gilbert

Int J Pharm Pract· February 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
M
Management of epilepsia partialis continua: A systematic review.
Sheryn Tan, Jeng Swen Ng, Jinara Devinuwara, Sze Tong Ong, Pany Virdi, Toby Gilbert

Seizure· February 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
A Clinical Practice-Based Comparison of Conventional and Individualized Dosing Strategies for Therapeutic Enoxaparin.
Anthony Damiani, Viviane De Menezes Caceres, Greg Roberts, Jessica Coddo, Nicholas Scarfo, Toby Gilbert

Pharmacol Res Perspect· February 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
C
Copying in medical documentation: developing an evidence-based approach.
James Tsimiklis, Sarah Howson, Joshua Kovoor, Sheryn Tan, Brandon Stretton, Toby Gilbert

Intern Med J· January 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
R
Rule-based clinician-developed programmes can facilitate haemodialysis clinical workflows.
Shrirajh Satheakeerthy, Andrew Ec Booth, Weng O Chan, Brona Moloney, Ava Farnan, Toby Gilbert

Intern Med J· December 2024

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
T
The future is bright: artificial intelligence for trainee medical officers in Australia and New Zealand.
Joshua G Kovoor, Harry Smallbone, Alexander Jenkins, Brandon Stretton, Sanjana Santhosh, Toby Gilbert

Intern Med J· November 2024

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
L
Large language models can effectively extract stroke and reperfusion audit data from medical free-text discharge summaries.
Rudy Goh, Benjamin Cook, Brandon Stretton, Andrew Ec Booth, Shrirajh Satheakeerthy, Toby Gilbert

J Clin Neurosci· November 2024

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
T
Translational artificial intelligence-led optimization and realization of estimated discharge with a supportive weekend interprofessional flow team (TAILORED-SWIFT).
Brandon Stretton, Andrew E C Booth, Shrirajh Satheakeerthy, Sarah Howson, Shaun Evans, Toby Gilbert

Intern Emerg Med· October 2024

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
P
Push or pull? Digital notification platform implementation reduces dysglycaemia.
Shrirajh Satheakeerthy, Brandon Stretton, Andrew E C Booth, Sarah Howson, Shaun Evans, Toby Gilbert

Intern Med J· October 2024

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
C
Comfort feeding in hospitalised people with dementia: a retrospective study of survival following comfort feeding recommendations.
Christine Davis, Nasime Mokari-Manshadi, Viviane De Menezes Caceres, Patrick Russell, Toby Gilbert

J Nutr Health Aging· October 2024

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
T
The Simple Act of Waiting: Natural Language Processing in the Identification of In-Hospital Delays.
Daksh Tyagi, Sheryn Tan, Charis Tang, Joshua Kovoor, Aashray Gupta, Toby Gilbert

Health Expect· October 2024

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
V
Vital sign measurements demonstrate terminal digit bias and boundary effects.
Oliver Kleinig, Minh-Son To, Christopher D Ovenden, Joshua G Kovoor, Rudy Goh, Toby Gilbert

Emerg Med Australas· August 2024

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
D
Digital health literacy: Helpful today, dependency tomorrow? Contingency planning in a digital age.
James Pietris, Stephen Bacchi, Weng Onn Chan, Jarrod Marks, John Maddison, Toby Gilbert

Australas J Ageing· December 2023

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
S
Systolic blood pressure levels and mortality in Australian medical inpatients.
Jin Nuo Joan Tsang, Stephen Bacchi, Joshua G Kovoor, Aashray K Gupta, Brandon Stretton, Toby Gilbert

J Clin Hypertens (Greenwich)· November 2023

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
T
The use of natural language processing in detecting and predicting falls within the healthcare setting: a systematic review.
Vincent Quoc-Nam Trinh, Steven Zhang, Joshua Kovoor, Aashray Gupta, Weng Onn Chan, Toby Gilbert

Int J Qual Health Care· October 2023

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis