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Real-time in silico experiments on gene regulatory networks and surgery simulation on handheld devices

Article dans une revue avec comité de lecture
Author
ALFARO, Icíar
161327 Aragón Institute of Engineering Research [Zaragoza] [I3A]
GONZALEZ, David
BORDEU, Felipe
LEYGUE, Adrien
ccAMMAR, Amine
211916 Laboratoire Angevin de Mécanique, Procédés et InnovAtion [LAMPA]
ccCUETO, Elias
ccCHINESTA SORIA, Francisco
10921 Institut de Recherche en Génie Civil et Mécanique [GeM]

URI
http://hdl.handle.net/10985/10254
DOI
10.1186/2194-3990-1-1
Date
2014
Journal
Journal of Computational Surgery

Abstract

Simulation of all phenomena taking place in a surgical procedure is a formidable task that involves, when possible, the use of supercomputing facilities over long time periods. However, decision taking in the operating room needs for fast methods that provide an accurate response in real time. To this end, Model Order Reduction (MOR) techniques have emerged recently in the field of Computational Surgery to help alleviate this burden. In this paper, we review the basics of classical MOR and explain how a technique recently developed by the authors and coined as Proper Generalized Decomposition could make real-time feedback available with the use of simple devices like smartphones or tablets. Examples are given on the performance of the technique for problems at different scales of the surgical procedure, form gene regulatory networks to macroscopic soft tissue deformation and cutting.

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