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Deconvolution for improved multifractal characterization of tissues in ultrasound images

Wendt, Herwig and Hourani, Mohamad and Basarab, Adrian and Kouamé, Denis Deconvolution for improved multifractal characterization of tissues in ultrasound images. (2020) In: 17th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2020), 3 April 2020 - 7 April 2020 (Iowa City, United States).

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Official URL: https://doi.org/10.1109/ISBI45749.2020.9098549

Abstract

Several existing studies showed the interest of estimating the multifractal properties of tissues in ultrasound (US) imaging. However, US images are not carrying information only about the tissues, but also about the US scanner. Deconvolution methods are a common way to restore the tissue reflectivity function, but, to our knowledge, their impact on estimated fractal or multifractal behavior has not been studied yet. The objective of this paper is to investigate this influence through a dedicated simulation pipeline and an in vivo experiment.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to IEEE editor. The definitive version is available at http://ieeexplore.ieee.org This papers appears in Proceedings of ISBI 2020 The original PDF of the article can be found at: https://ieeexplore.ieee.org/document/9098549 Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
HAL Id:hal-02942345
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
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ANR : Agence Nationale de la Recherche (France)
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Deposited On:31 Aug 2020 13:00

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