Building Patient-Specific Physical and Physiological Computational Models from Medical Images

Hervé Delingette 1 Nicholas Ayache 1
1 ASCLEPIOS - Analysis and Simulation of Biomedical Images
CRISAM - Inria Sophia Antipolis - Méditerranée
Abstract : We describe a hierarchy of computational models of the human body operating at the geometrical, physical and physiological levels. Those models can be coupled with medical images which play a crucial role in the diagnosis, planning, control and follow-up of therapy. In this paper, we discuss the issue of building patient-specific physical and physiological models from macroscopic observations extracted from medical images. We illustrate the topic of model personalization with concrete examples in brain shift modeling, hepatic surgery simulation, cardiac and tumor growth modeling. We conclude this article with scientific perspectives.
Type de document :
Chapitre d'ouvrage
Paragios, Nikos and Duncan, Jim and Ayache, Nicholas. Handbook of Biomedical Imaging: Methodologies and Clinical Research, Springer US, pp.169-182, 2015, 978-0-387-09748-0. <10.1007/978-0-387-09749-7_9>
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https://hal.inria.fr/hal-01250442
Contributeur : Project-Team Asclepios <>
Soumis le : lundi 4 janvier 2016 - 17:49:55
Dernière modification le : mardi 13 décembre 2016 - 15:45:53

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Hervé Delingette, Nicholas Ayache. Building Patient-Specific Physical and Physiological Computational Models from Medical Images. Paragios, Nikos and Duncan, Jim and Ayache, Nicholas. Handbook of Biomedical Imaging: Methodologies and Clinical Research, Springer US, pp.169-182, 2015, 978-0-387-09748-0. <10.1007/978-0-387-09749-7_9>. <hal-01250442>

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