Author

Michael M. Dinh

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Open access Aug 2026

Prehospital Emergency Care for Traumatic Brain Injury Patients in Hanoi: A Multicenter Study of Outcomes and Quality of Care.

OBJECTIVE Evaluate prehospital care quality and outcomes for traumatic brain injury (TBI) patients in Vietnam. METHODS We conducted a retrospective multicentre audit at three tertiary Hanoi hospitals (January-August 2025), including adults with moderate-severe TBI. Prehospital care was assessed against five EPIC-TBI...

B. Hoang, T. Tran, Thanh Nguyen et al. · Emergency Medicine Australas... · 0 citations

Open access Sep 2026

Artificial Intelligence Triage of Urgent Versus Non-Urgent CT Brain Findings to Support Expedited Emergency Department Disposition: A Retrospective Validation Study.

OBJECTIVE Evaluate the diagnostic accuracy of an artificial intelligence (AI) model for identifying urgent computed tomography brain (CTB) findings in consecutive emergency department (ED) patients and estimate the proportion eligible for expedited disposition. METHODS We retrospectively analysed 3424 consecutive non...

Hassan K. Ahmad, Y. Kitzing, Victoria Bond et al. · Emergency Medicine Australas... · 0 citations

Open access Sep 2026

Using Sydney Triage to Admission Risk Tool With Artificial Intelligence (START-AI) to Predict Inpatient Admitting Specialty for Emergency Department Patients: Single Centre Deep Learning Analysis.

OBJECTIVE To investigate whether the Sydney Triage to Admission Risk Tool with Artificial Intelligence (START-AI) model could be used to predict specific inpatient admitting teams based on clinical notes. METHODS This was a pre-trained language model analysis using electronic medical record data from an inner-city te...

Michael M. Dinh, Elizabeth Corbett, Thuy Truc Ngo et al. · Emergency Medicine Australas... · 0 citations