2021
DOI: 10.3390/jimaging7100213
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Mitral Valve Segmentation Using Robust Nonnegative Matrix Factorization

Abstract: Analyzing and understanding the movement of the mitral valve is of vital importance in cardiology, as the treatment and prevention of several serious heart diseases depend on it. Unfortunately, large amounts of noise as well as a highly varying image quality make the automatic tracking and segmentation of the mitral valve in two-dimensional echocardiographic videos challenging. In this paper, we present a fully automatic and unsupervised method for segmentation of the mitral valve in two-dimensional echocardio… Show more

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Cited by 5 publications
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