Emergency medical services (EMS) play a vital role in delivering pre-hospital care. The operational efficiency of such services is critical and adequate demand forecasts can …
Accurate forecast of the demand for emergency medical services (EMS) can help in providing quick and efficient medical treatment and transportation of out-of-hospital patients …
N Shahidian, P Abreu, D Santos… - Computers & Industrial …, 2025 - Elsevier
This study addresses the challenge of forecasting short-term demand in Emergency Medical Services (EMS) using machine learning techniques, which is essential for improving …
H Huang, M Jiang, Z Ding, M Zhou - IEEE Access, 2019 - ieeexplore.ieee.org
Forecasting emergency calls are of great importance in practice. By forecasting the occurrence of unfortunate events, we can learn from these events and further prevent their …
Anticipating the timing and location of future emergency calls is crucial for making informed decisions about vehicle location and relocation, ultimately reducing response times and …
Careful planning of an ambulance service is critical to reduce response times to emergency calls and make assistance more effective. However, the demand for emergency services is …
M Rautenstrauß, M Schiffer - arXiv preprint arXiv:2306.04994, 2023 - arxiv.org
Minimizing response times is crucial for emergency medical services to reduce patients' waiting times and to increase their survival rates. Many models exist to optimize operational …
Sufficient emergency resources are essential for emergency services to provide timely help to affected people and to minimize damage to public and private assets and the …
Emergency services play a vital role in society by providing help to affected people and minimizing damage to public and private assets as well as the environment during …