2022
DOI: 10.48550/arxiv.2201.03030
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Higher Order Dynamic Mode Decomposition: from Fluid Dynamics to Heart Disease Analysis

Abstract: In this work, we study in detail the performance of Higher Order Dynamic Mode Decomposition (HODMD) technique when applied to echocardiography images. HODMD is a data-driven method generally used in fluid dynamics and in the analysis of complex non-linear dynamical systems modeling several complex industrial applications. In this paper we apply HODMD, for the first time to the authors knowledge, for patterns recognition in echocardiography, specifically, echocardiography data taken from several mice, either in… Show more

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