Population-based Respiratory 4D Motion Atlas Construction and its Application for VR Simulations of Liver Punctures
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PubDate: Dec 2017
Teams: Hochschule Aalen；The University of Calgary；Universität zu Lübeck
Writers: Andre Mastmeyer, Matthias Wilms, Heinz Handels
Abstract
Virtual reality (VR) training simulators of liver needle insertion in the hepatic area of breathing virtual patients currently need 4D data acquisitions as a prerequisite. Here, first a population-based breathing virtual patient 4D atlas can be built and second the requirement of a dose-relevant or expensive acquisition of a 4D data set for a new static 3D patient can be mitigated by warping the mean atlas motion. The breakthrough contribution of this work is the construction and reuse of population-based learned 4D motion models.
