Clinical decision support systems for triage in the emergency department using intelligent systems: a review
Abstract Motivation Emergency Departments'(ED) modern triage systems implemented
worldwide are solely based upon medical knowledge and experience. This is a limitation of …
worldwide are solely based upon medical knowledge and experience. This is a limitation of …
Using explainable machine learning to characterise data drift and detect emergent health risks for emergency department admissions during COVID-19
A key task of emergency departments is to promptly identify patients who require hospital
admission. Early identification ensures patient safety and aids organisational planning …
admission. Early identification ensures patient safety and aids organisational planning …
Benchmarking emergency department prediction models with machine learning and public electronic health records
F ** a prediction model of hospital admission of emergency department patients: Hype or hope?
A De Hond, W Raven, L Schinkelshoek… - International journal of …, 2021 - Elsevier
Objective Early identification of emergency department (ED) patients who need
hospitalization is essential for quality of care and patient safety. We aimed to compare …
hospitalization is essential for quality of care and patient safety. We aimed to compare …
[HTML][HTML] A comparative study of supervised machine learning approaches to predict patient triage outcomes in hospital emergency departments
Background The inconsistency in triage evaluation in emergency departments (EDs) and the
limitations in practice within the standard triage tools among triage nurses have led …
limitations in practice within the standard triage tools among triage nurses have led …
[HTML][HTML] Leveraging large-scale electronic health records and interpretable machine learning for clinical decision making at the emergency department: protocol for …
Background: There is a growing demand globally for emergency department (ED) services.
An increase in ED visits has resulted in overcrowding and longer waiting times. The triage …
An increase in ED visits has resulted in overcrowding and longer waiting times. The triage …