Szczegóły publikacji
Opis bibliograficzny
Tuning two-dimensional tumor growth simulations / Leszek SIWIK, Marcin ŁOŚ, Adrian KŁUSEK, Witold DZWINEL, Maciej PASZYŃSKI // W: SummerSim'18 : 2018 Summer Simulation Multiconference : Bordeaux, France, July 9–12, 2018 : proceedings. — USA : The Society for Modeling and Simulation International, cop. 2018. — (Simulation Series ; ISSN 0735-9276 ; vol. 50 iss. 10). — Konferencja stanowi część 50th Summer Computer Simulation Conference, SCSC 2018. — ISBN: 978-151086023-0. — S. 99-110. — Bibliogr. — Toż w: https://dl.acm.org/ft_gateway.cfm?id=3275391&ftid=2000398&dwn=1&CFID=117305735&CFTOKEN=615d16bb6544d0b8-17CA14D2-0878-82B6-C5C65936B3BBB548. - S. [1–12] art. no. 9. - Bibliogr. s. [11–12]
Autorzy (5)
Słowa kluczowe
Dane bibliometryczne
| ID BaDAP | 119828 |
|---|---|
| Data dodania do BaDAP | 2019-03-20 |
| Rok publikacji | 2018 |
| Typ publikacji | materiały konferencyjne (aut.) |
| Otwarty dostęp |  |
| Konferencja | Summer Computer Simulation Conference 2018 |
| Czasopismo/seria | Simulation Series |
Abstract
We consider tumor growth model for two-dimensional isogeometric finite analysis simulations. It involves several quantities, such as tumor angiogenic factor (TAF) generated by oxygen-starved tumor cells, vasculature graph and the oxygen it provides, extra-cellular matrix, damaged extra-cellular matrix, and tumor cells density. The model involves a total of 21 parameters. In this paper we focus on the sensitivity analysis of the model, as well as on tuning the parameters of the isogeometric analysis simulation to match the tumor growth evolution for particular patient specific case. We select the parameters that are the most sensitive, and we utilize evolutionary algorithms for tuning these parameters to obtain a desired tumor growth evolution.
