Accès ouvert
2026
article
OpenAlex
Sarah Kourouche, Julie Considine, Ling Li, Margaret Murphy et autres
BACKGROUND: Nurse-initiated care improves timely treatment access, but adoption varies. The Ministry of Health introduced 73 Emergency Care Assessment and Treatment (ECAT) protocols for public emergency departments (EDs) to standardise nurse-initiated care. A behaviour change strategy was used to implement ECAT in …
au
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Accès ouvert
2026
article
OpenAlex
Kate Curtis, Julie Considine, Mary K. Lam, Taneal Wiseman et autres
Supplementary Material 2.
au
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Accès ouvert
2026
article
OpenAlex
Kate Curtis, Julie Considine, Mary K. Lam, Taneal Wiseman et autres
Supplementary Material 1.
au
(code pays fourni par la source)
Accès ouvert
2026
article
OpenAlex
Kate Curtis, Julie Considine, Mary K. Lam, Taneal Wiseman et autres
Supplementary Material 2.
au
(code pays fourni par la source)
Accès ouvert
2026
article
OpenAlex
Kate Curtis, Julie Considine, Mary K. Lam, Taneal Wiseman et autres
Supplementary Material 1.
au
(code pays fourni par la source)
Accès ouvert
2026
article
OpenAlex
Velma Herwanto, Ya Wang, Maryam Shojaei, Alamgir Khan et autres
Introduction: Dysregulated immune responses are central to progression of sepsis and closely associated with impaired cellular metabolism. However, most existing studies have focused on late-stage sepsis, leaving metabolic alterations during earlier stages of infection poorly characterised. This study aimed to determine whether …
id, au
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Accès ouvert
2025
article
OpenAlex
Kate Anne Curtis, Julie Considine, Mary K. Lam, Taneal Wiseman et autres
BACKGROUND: Preventable adverse events in Australian hospitals are a significant safety issue, causing harm, death and increased healthcare costs. Many stem from inadequate recognition of, or response to, clinical deterioration by nurses that suggest gaps in current nursing practice frameworks. Responding to …
au
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Accès ouvert
2025
article
OpenAlex
Minh Trang Hoang, Candice Donnelly, Christina Igasto, Amith Shetty et autres
Background: Best practice standards aim to standardize care and improve outcomes. However, variation in clinical practice exists, and not all deviations are inappropriate. Measuring adherence to best practice standards remains challenging due to limitations in representation methods and data fidelity. Objective: This …
au
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Accès ouvert
2025
article
OpenAlex
Anton H. van der Vegt, Victoria K Campbell, Robert T. Webb, Balasubramanian Venkatesh et autres
OBJECTIVE: To introduce a novel, standardised approach to evaluating AI prediction models in balancing effectiveness, efficiency and utility, using a sepsis prediction model case study. MATERIALS AND METHODS: Retrospective patient data from electronic medical records of 7 public hospitals was used to …
au, us, gb, qa
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Accès ouvert
2025
article
OpenAlex
Anna L. Janssen, Andrew Coggins, James H Tadros, Deleana Quinn et autres
Background: Electronic medical records (EMRs) are a potentially rich source of information on an individual's health care providers' clinical activities. These data provide an opportunity to tailor web-based learning for health care providers to align closely with their practice. There is increasing …
au
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Accès ouvert
2025
book-chapter
OpenAlex
Minh Trang Hoang, Malcolm Pradhan, Tim J Shaw, Gladis Kabil et autres
Recognising sepsis in fast-paced Emergency Department (ED) environments is challenging. The Sepsis risk AI algorithm For Emergency department WAITing room (SAFE WAIT) model was developed to detect sepsis in the ED waiting room. We aimed to evaluate the performance and clinical utility …
au
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Accès ouvert
2025
book-chapter
OpenAlex
Abdullah Safi, Mostafa Al Masum Shaikh, Minh Trang Hoang, Amith Shetty et autres
This paper presents a scalable, serverless machine learning operations (ML Ops) architecture for near real-time sepsis detection in Emergency Department (ED) waiting rooms. Built on Amazon Web Services (AWS) cloud environment, the system processes HL7 messages via MuleSoft, using Lambda for data …
au
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