Artificial intelligence and discrete-event simulation for capacity management of intensive care units during the Covid-19 pandemic: a case study

The Covid-19 pandemic has pushed the Intensive Care Units (ICUs) into significant operational disruptions. The rapid evolution of this disease, the bed capacity constraints, the wide variety of patient profiles, and the imbalances within health supply chains still represent a challenge for policymak...

Full description

Autores:

Ortiz Barrios, Miguel Angel
Arias Fonseca, Sebastian
Ishizaka, Alessio
Barbati, Maria
Avendano-Collante, Betty
Navarro Jiménez, Eduardo

Tipo de recurso:

Article of investigation

Fecha de publicación:

2023

Institución:

Corporación Universidad de la Costa

Repositorio:

REDICUC - Repositorio CUC

Idioma:

eng

OAI Identifier:

oai:repositorio.cuc.edu.co:11323/10447

Acceso en línea:

https://hdl.handle.net/11323/10447
https://repositorio.cuc.edu.co/

Palabra clave:

Covid-19
Discrete-Event Simulation (DES)
Artificial Intelligence (AI)
Random Forest (RF)
Intensive Care Unit (ICU)
Healthcare

Rights

embargoedAccess

License

Atribución-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)