Influence of artificial intelligence on the work design of emergency department clinicians a systematic literature review

A Boonstra, M Laven - BMC health services research, 2022 - Springer
Objective This systematic literature review aims to demonstrate how Artificial Intelligence (AI)
is currently used in emergency departments (ED) and how it alters the work design of ED …

Artificial intelligence and machine learning in emergency medicine

KJW Tang, CKE Ang, T Constantinides… - Biocybernetics and …, 2021 - Elsevier
Abstract The advent of Artificial Intelligence (AI) has resulted in development of novel
applications in a multitude of fields, such as in Medicine, to aid medical professionals in …

Benchmarking emergency department prediction models with machine learning and public electronic health records

F ** review
MM Hosseini, STM Hosseini, K Qayumi… - Archives of academic …, 2023 - ncbi.nlm.nih.gov
Methods: A comprehensive literature collection was compiled through electronic
databases/internet search engines (PubMed, Web of Science Platform, MEDLINE, Scopus …

[HTML][HTML] Artificial intelligence in acute care: A systematic review, conceptual synthesis, and research agenda

LM Meyer, S Stead, TO Salge, D Antons - Technological Forecasting and …, 2024 - Elsevier
Artificial intelligence (AI) is emerging as a promising healthcare technology. Especially in
critical, data-driven, and complex environments such as acute care, the use of AI can …

Queueing problems in emergency departments: a review of practical approaches and research methodologies

A Elalouf, G Wachtel - Operations Research Forum, 2021 - Springer
Problems related to patient scheduling and queueing in emergency departments are
gaining increasing attention in theory, in the fields of operations research and emergency …

Towards a real-time prediction of waiting times in emergency departments: A comparative analysis of machine learning techniques

E Benevento, D Aloini, N Squicciarini - International Journal of Forecasting, 2023 - Elsevier
Abstract Emergency Departments (EDs) can better manage activities and resources and
anticipate overcrowding through accurate estimations of waiting times. However, the …

Forecasting patient arrivals at emergency department using calendar and meteorological information

Y Zhang, J Zhang, M Tao, J Shu, D Zhu - Applied Intelligence, 2022 - Springer
Overcrowding in emergency departments (EDs) is a serious problem in many countries.
Accurate ED patient arrival forecasts can serve as a management baseline to better allocate …