DocumentCode
3272048
Title
Dynamic mortality simulation model incorporating risk indicators for cardiovascular diseases
Author
Ferranti, Jocimara S. ; de Freitas Filho, Paulo J.
Author_Institution
Dept. of Inf. & Stat., Fed. Univ. of Santa Catarina, Florianópolis, Brazil
fYear
2011
fDate
11-14 Dec. 2011
Firstpage
1263
Lastpage
1274
Abstract
This article describes a dynamic-fuzzy simulation model and proposes an extension to it. The model represents a person´s physiological capacity throughout life and simulates the occurrence of risk events from birth until death, including a representation of the process of recovering health after it has been impacted by a risk event. The expanded model incorporates cardiovascular risk factors in order to reproduce curves plotted from real mortality data from a specific population whose cause of death was cardiovascular diseases. By adjusting the parameters, it proved possible to reproduce mortality curves from populations with specific characteristics such as hypertension, obesity and physical activity levels. A simulation model that is capable of focusing on specific populations makes it possible to test alternative intervention designed to reduce the mortality caused by specific diseases, thereby contributing to improved quality-of-life for populations and to cost savings for both public and private health care systems.
Keywords
cardiovascular system; diseases; health care; risk analysis; stochastic processes; cardiovascular diseases; cardiovascular risk factors; dynamic mortality simulation model; dynamic-fuzzy simulation model; health care; mortality curves; physiological capacity; risk indicators; Aging; Computational modeling; Diseases; Equations; Mathematical model; Radio frequency;
fLanguage
English
Publisher
ieee
Conference_Titel
Simulation Conference (WSC), Proceedings of the 2011 Winter
Conference_Location
Phoenix, AZ
ISSN
0891-7736
Print_ISBN
978-1-4577-2108-3
Electronic_ISBN
0891-7736
Type
conf
DOI
10.1109/WSC.2011.6147847
Filename
6147847
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