Paper Title :Determination of Catheter Plan with Genetic Algorithm Model in Neonatal Intensive Care Unit
Author :Ali Kokangul, Cansu Dagsuyu
Article Citation :Ali Kokangul ,Cansu Dagsuyu ,
(2018 ) " Determination of Catheter Plan with Genetic Algorithm Model in Neonatal Intensive Care Unit " ,
International Journal of Advances in Science, Engineering and Technology(IJASEAT) ,
pp. 58-60,
Volume-6, Issue-3, Spl. Iss-1
Abstract : In intensive care units, there are many invasive procedures such as injection, probe, suture and catheter during the
treatment of the illness. Every initiative increases the rate of infecting for each patient. It is known that these ratios are
different for each procedure, but the greatest proportion is associated with catheters. The immune system of newborns in
intensive care units (NICU) is weaker than adults and invasive interventions further increase the risk of infections. There are
many types of catheters used in the NICU, and their using times, infection rates and costs are different. These differences
make it difficult to determine effective catheter plans to be applied to the newborn depending on the length of hospital stay
in the NICU. In this study, for each newborn in the NICU the effective catheter plan is determined under the objectives of
minimization of infections. Depending on the length of hospital stay and the characteristics of the catheters, a genetic
algorithm approach has been developed for effective catheter planning for each patient. In addition, an application study was
conducted at the newborn unit of a large hospital.
Keywords - Catheter plan; genetic algorithm; NICU
Type : Research paper
Published : Volume-6, Issue-3, Spl. Iss-1
DOIONLINE NO - IJASEAT-IRAJ-DOIONLINE-13401
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Copyright: © Institute of Research and Journals
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Published on 2018-10-29 |
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