Title :
A Mathematical Model for the Estimation of Treatment Cost in Cancer Radiotherapy
Author :
Wahl, Suzi ; De Carli Foletto, Tanisia ; Feldmann, Gerson
Author_Institution :
Escola de Sist. de Informacao, Fac. Meridional-IMED, Passo Fundo, Brazil
Abstract :
In this work we present a methodology for the investigation of costs of cancer treatment by radiotherapy, aiming to reduce the undesired effects of radiation and to obtain better results of the treatment. The tumor growth is simulated by using a mathematical model composed of three ordinary diferential equations corresponding to the population of Normal (N), Tumoral (T) and Imune (I) cells. The effect of radiation over each type of cells is considered using the linear quadratic model applied for the various distinct treatment protocols investigated. Cost of treatment is obtained using a model based on the concept of tumor cure probability, cost per fraction and cost of failure. The concept of biological effective dose is used in order to compare differente treatment protocols. We investigated different protocols currently used for various tumor types. Our results show that with this approach it is possible to obtain more efficient protocols with lower cost that those used. It is also possible to investigate the effect of fractionation protocols on the tumor evolution in order to obtain less aggressive protocols that are effective for patient cure with lower total dose and in smaller treatment time.
Keywords :
cancer; differential equations; probability; radiation therapy; tumours; cancer treatment; cost of failure; cost per fraction; immune cell; linear quadratic model; mathematical model; normal cell; ordinary diferential equation; patient cure; radiotherapy; treatment cost; treatment protocol; tumor cure probability; tumoral cell; Acceleration; Biological system modeling; Fractionation; Mathematical model; Prostate cancer; Protocols; Tumors; Cost of the Treatment; Mathematical Modelling; Radiotherapy; Tumor growth;
Conference_Titel :
Computational Modeling (MCSUL), 2009 Third Southern Conference on
Conference_Location :
Rio Grande
Print_ISBN :
978-1-4244-5980-3
DOI :
10.1109/MCSUL.2009.24