Fundamental principles of data assimilation underlying the Verdandi library: applications to biophysical model personalization within euHeart.
We present the fundamental principles of data assimilation underlying the Verdandi library, and how they are articulated with the modular architecture of the library. This translates--in particular--into the definition of standardized interfaces through which the data assimilation library interopera...
| Publicado en: | Medical & Biological Engineering & Computing Vol. 51; no. 11; pp. 1221 - 1234 |
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| Autores principales: | , , , |
| Formato: | research Journal Article |
| Publicado: |
Springer Nature
Nov2013
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=104107150&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 104107150 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 01400118 PO0 jtl: Medical & Biological Engineering & Computing issn: 01400118 maglogo: N pubinfo: dt: Nov2013 vid: 51 iid: 11 pid: 237 pub: Springer Nature place: New York, New York artinfo: ui: 104107150 NLM23132524 2012347363 10.1007/s11517-012-0969-6 NLM23132524 104107150 ppf: 1221 ppct: 13 formats: fmt: @attributes: type: P tig: atl: Fundamental principles of data assimilation underlying the Verdandi library: applications to biophysical model personalization within euHeart. aug: au: Chapelle, D Fragu, M Mallet, V Moireau, P affil: Inria, Rocquencourt, B.P. 105, 78150, Le Chesnay, France, dominique.chapelle@inria.fr. sug: subj: Management Information Systems Models, Biological Software Algorithms Resource Databases ab: We present the fundamental principles of data assimilation underlying the Verdandi library, and how they are articulated with the modular architecture of the library. This translates--in particular--into the definition of standardized interfaces through which the data assimilation library interoperates with the model simulation software and the so-called observation manager. We also survey various examples of data assimilation applied to the personalization of biophysical models, in particular, for cardiac modeling applications within the euHeart European project. This illustrates the power of data assimilation concepts in such novel applications, with tremendous potential in clinical diagnosis assistance. pubtype: Academic Journal doctype: research Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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