Literature DB >> 25570842

Anisotropic anomalous diffusion filtering applied to relaxation time estimation in magnetic resonance imaging.

Antonio Carlos da S Senra Filho, Jeam Haroldo O Barbosa, Carlos E G Salmon, Luiz O Murta.   

Abstract

Relaxometry mapping is a quantitative modality in magnetic resonance imaging (MRI) widely used in neuroscience studies. Despite its relevance and utility, voxel measurement of relaxation time in relaxometry MRI is compromised by noise that is inherent to MRI modality and acquisition hardware. In order to enhance signal to noise ratio (SNR) and quality of relaxometry mapping we propose application of anisotropic anomalous diffusion (AAD) filter that is consistent with inhomogeneous complex media. Here we evaluated AAD filter in comparison to two usual spatial filters: Gaussian and non local means (NLM) filters applied to real and simulated T2 relaxometry image sequences. The results demonstrate that AAD filter is comparatively more efficient in noise reducing and maintaining the image structural edges. AAD shows to be a robust and reliable spatial filter for brain image relaxometry.

Mesh:

Year:  2014        PMID: 25570842     DOI: 10.1109/EMBC.2014.6944474

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  2 in total

1.  A hybrid approach based on logistic classification and iterative contrast enhancement algorithm for hyperintense multiple sclerosis lesion segmentation.

Authors:  Antonio Carlos da Silva Senra Filho
Journal:  Med Biol Eng Comput       Date:  2017-11-18       Impact factor: 2.602

2.  Simultaneous high-resolution T2 -weighted imaging and quantitative T2 mapping at low magnetic field strengths using a multiple TE and multi-orientation acquisition approach.

Authors:  Sean C L Deoni; Jonathan O'Muircheartaigh; Emil Ljungberg; Mathew Huentelman; Steven C R Williams
Journal:  Magn Reson Med       Date:  2022-05-12       Impact factor: 3.737

  2 in total

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