The Intensive Care Unit (ICU) is one of the most critical hospital wards. The stabilization of patients' vital functions is the aim of ICU hospitalization. In this units the provision of health care services is featured by planned tasks and sudden emergency interventions, during which the resuscitation doctors are called to intervene promptly, being rightly obliged to return from other departments (for example, from operating theatres). In this paper the authors show a new operation management model based on an ANN approach, capable of optimizing the use of specialized medical personnel.
An ANN approach for ICU management in 4.0 environment tested on MIMIC-III database of Boston Beth Israel Deaconess Medical Center / Murino, T.; Popolo, V.; Trunfio, T. A.; Marino, M. R.; Paulone, L.; Scala, A.. - (2024), pp. 163-168. ( 8th International Conference on Biomedical Engineering and Applications, ICBEA 2024 jpn 2024) [10.1109/ICBEA62825.2024.00038].
An ANN approach for ICU management in 4.0 environment tested on MIMIC-III database of Boston Beth Israel Deaconess Medical Center
Murino T.;Popolo V.;Trunfio T. A.;
2024
Abstract
The Intensive Care Unit (ICU) is one of the most critical hospital wards. The stabilization of patients' vital functions is the aim of ICU hospitalization. In this units the provision of health care services is featured by planned tasks and sudden emergency interventions, during which the resuscitation doctors are called to intervene promptly, being rightly obliged to return from other departments (for example, from operating theatres). In this paper the authors show a new operation management model based on an ANN approach, capable of optimizing the use of specialized medical personnel.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
