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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

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • OECD FORD branch

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

  • e-ISSN

  • 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