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Experimental and Therapeutic Medicine
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Print ISSN: 1792-0981 Online ISSN: 1792-1015
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August-2016 Volume 12 Issue 2

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International Journal of Molecular Medicine

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Experimental and Therapeutic Medicine is an international journal devoted to laboratory and clinical medicine.

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Article Open Access

Dual-domain denoising in three dimensional magnetic resonance imaging

  • Authors:
    • Jing Peng
    • Jiliu Zhou
    • Xi Wu

  • View Affiliations / Copyright

    Affiliations: Department of Computer Science, Chengdu University of Information Technology, Chengdu, Sichuan 610225, P.R. China
    Copyright: © Peng et al. This is an open access article distributed under the terms of Creative Commons Attribution License.
  • Pages: 653-660
    |
    Published online on: May 17, 2016
       https://doi.org/10.3892/etm.2016.3345
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Abstract

Denoising is a crucial preprocessing procedure for three dimensional magnetic resonance imaging (3D MRI). Existing denoising methods are predominantly implemented in a single domain, ignoring information in other domains. However, denoising methods are becoming increasingly complex, making analysis and implementation challenging. The present study aimed to develop a dual‑domain image denoising (DDID) algorithm for 3D MRI that encapsulates information from the spatial and transform domains. In the present study, the DDID method was used to distinguish signal from noise in the spatial and frequency domains, after which robust accurate noise estimation was introduced for iterative filtering, which is simple and beneficial for computation. In addition, the proposed method was compared quantitatively and qualitatively with existing methods for synthetic and in vivo MRI datasets. The results of the present study suggested that the novel DDID algorithm performed well and provided competitive results, as compared with existing MRI denoising filters.

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Copy and paste a formatted citation
Spandidos Publications style
Peng J, Zhou J and Wu X: Dual-domain denoising in three dimensional magnetic resonance imaging. Exp Ther Med 12: 653-660, 2016.
APA
Peng, J., Zhou, J., & Wu, X. (2016). Dual-domain denoising in three dimensional magnetic resonance imaging. Experimental and Therapeutic Medicine, 12, 653-660. https://doi.org/10.3892/etm.2016.3345
MLA
Peng, J., Zhou, J., Wu, X."Dual-domain denoising in three dimensional magnetic resonance imaging". Experimental and Therapeutic Medicine 12.2 (2016): 653-660.
Chicago
Peng, J., Zhou, J., Wu, X."Dual-domain denoising in three dimensional magnetic resonance imaging". Experimental and Therapeutic Medicine 12, no. 2 (2016): 653-660. https://doi.org/10.3892/etm.2016.3345
Copy and paste a formatted citation
x
Spandidos Publications style
Peng J, Zhou J and Wu X: Dual-domain denoising in three dimensional magnetic resonance imaging. Exp Ther Med 12: 653-660, 2016.
APA
Peng, J., Zhou, J., & Wu, X. (2016). Dual-domain denoising in three dimensional magnetic resonance imaging. Experimental and Therapeutic Medicine, 12, 653-660. https://doi.org/10.3892/etm.2016.3345
MLA
Peng, J., Zhou, J., Wu, X."Dual-domain denoising in three dimensional magnetic resonance imaging". Experimental and Therapeutic Medicine 12.2 (2016): 653-660.
Chicago
Peng, J., Zhou, J., Wu, X."Dual-domain denoising in three dimensional magnetic resonance imaging". Experimental and Therapeutic Medicine 12, no. 2 (2016): 653-660. https://doi.org/10.3892/etm.2016.3345
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