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Simulation and Visual Analysis of Neuromusculoskeletal Models and Data

Abstract : This work presents a novel medical decision support system for diseases related to the upper body neuromusculature. The backbone of the system is a simulation engine able to perform both forward and inverse simulation of upper limb motions. In forward mode neural signals are fed to the muscles that perform the corresponding motion. In the inverse mode, a specified motion trajectory is used as input and the neural signals that are the root cause of this particular motion are estimated and investigated. Due to the vast amount of information that results from even simple simulations, the results are presented to the expert using visual analytics metaphors and in particular both embodied and symbolic visualizations. Several use cases are presented so as to demonstrate the analytics potential of the proposed system.
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Submitted on : Friday, October 21, 2016 - 11:44:38 AM
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Dimitar Stanev, Panagiotis Moschonas, Konstantinos Votis, Dimitrios Tzovaras, Konstantinos Moustakas. Simulation and Visual Analysis of Neuromusculoskeletal Models and Data. 11th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI 2015), Sep 2015, Bayonne, France. pp.411-420, ⟨10.1007/978-3-319-23868-5_29⟩. ⟨hal-01385375⟩



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