Parameter estimation of complex mathematical models of human physiology using remote simulation distributed in scientific cloud
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11110%2F14%3A10284618" target="_blank" >RIV/00216208:11110/14:10284618 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/BHI.2014.6864463" target="_blank" >http://dx.doi.org/10.1109/BHI.2014.6864463</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/BHI.2014.6864463" target="_blank" >10.1109/BHI.2014.6864463</a>
Alternative languages
Result language
angličtina
Original language name
Parameter estimation of complex mathematical models of human physiology using remote simulation distributed in scientific cloud
Original language description
A generic system for estimation of model parameters -calibrate models- is introduced. The proposed system architecture is built of several loosely coupled modules behaving as RESTful web services and allowing to integrate other parts of the system via HTTP protocol and data exchanged in JSON format. The system was designed in such a way that the most demanding computational part is computed in parallel and computation may be distributed to remote computational resources. A test deployment was done in scientific cloud provided by czech NGI CESNET. Parameter identification of complex models got significant speedup on cloud computing resources.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/FR-TI3%2F869" target="_blank" >FR-TI3/869: Virtual patient - Simulator for medical education</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
2014 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI)
ISBN
978-1-4799-2131-7
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
712-715
Publisher name
IEEE
Place of publication
Valencia
Event location
Valencia
Event date
Jun 1, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000346504900171