Literature DB >> 33444344

A metal artifact reduction method for small field of view CT imaging.

Seungwon Choi1, Seunghyuk Moon1, Jongduk Baek1.   

Abstract

Several sinogram inpainting based metal artifact reduction (MAR) methods have been proposed to reduce metal artifact in CT imaging. The sinogram inpainting method treats metal trace regions as missing data and estimates the missing information. However, a general assumption with these methods is that data truncation does not occur and that all metal objects still reside within the field-of-view (FOV). These assumptions are usually violated when the FOV is smaller than the object. Thus, existing inpainting based MAR methods are not effective. In this paper, we propose a new MAR method to effectively reduce metal artifact in the presence of data truncation. The main principle of the proposed method involves using a newly synthesized sinogram instead of the originally measured sinogram. The initial reconstruction step involves obtaining a small FOV image with the truncation artifact removed. The final step is to conduct sinogram inpainting based MAR methods, i.e., linear and normalized MAR methods, on the synthesized sinogram from the previous step. The proposed method was verified for extended cardiac-torso simulations, clinical data, and experimental data, and its performance was quantitatively compared with those of previous methods (i.e., linear and normalized MAR methods directly applied to the originally measured sinogram data). The effectiveness of the proposed method was further demonstrated by reducing the residual metal artifact that were present in the reconstructed images obtained using the previous method.

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Year:  2021        PMID: 33444344      PMCID: PMC7808647          DOI: 10.1371/journal.pone.0227656

Source DB:  PubMed          Journal:  PLoS One        ISSN: 1932-6203            Impact factor:   3.240


  21 in total

1.  Efficient correction for CT image artifacts caused by objects extending outside the scan field of view.

Authors:  B Ohnesorge; T Flohr; K Schwarz; J P Heiken; K T Bae
Journal:  Med Phys       Date:  2000-01       Impact factor: 4.071

2.  X-ray CT metal artifact reduction using wavelets: an application for imaging total hip prostheses.

Authors:  S Zhao; D D Robertson; G Wang; B Whiting; K T Bae
Journal:  IEEE Trans Med Imaging       Date:  2000-12       Impact factor: 10.048

3.  Image quality assessment: from error visibility to structural similarity.

Authors:  Zhou Wang; Alan Conrad Bovik; Hamid Rahim Sheikh; Eero P Simoncelli
Journal:  IEEE Trans Image Process       Date:  2004-04       Impact factor: 10.856

4.  Empirical beam hardening correction (EBHC) for CT.

Authors:  Yiannis Kyriakou; Esther Meyer; Daniel Prell; Marc Kachelriess
Journal:  Med Phys       Date:  2010-10       Impact factor: 4.071

5.  Metal Artifact Reduction for Polychromatic X-ray CT Based on a Beam-Hardening Corrector.

Authors:  Hyoung Suk Park; Dosik Hwang; Jin Keun Seo
Journal:  IEEE Trans Med Imaging       Date:  2015-09-15       Impact factor: 10.048

6.  An adaptive approach to metal artifact reduction in helical computed tomography for radiation therapy treatment planning: experimental and clinical studies.

Authors:  Mehran Yazdi; Mehran Yazdia; Luc Gingras; Luc Beaulieu
Journal:  Int J Radiat Oncol Biol Phys       Date:  2005-07-15       Impact factor: 7.038

7.  A segmentation-based method for metal artifact reduction.

Authors:  Hengyong Yu; Kai Zeng; Deepak K Bharkhada; Ge Wang; Mark T Madsen; Osama Saba; Bruno Policeni; Matthew A Howard; Wendy R K Smoker
Journal:  Acad Radiol       Date:  2007-04       Impact factor: 3.173

8.  Sparsity driven metal part reconstruction for artifact removal in dental CT.

Authors:  Jiyoung Choi; Kyung Sang Kim; Min Woo Kim; Won Seong; Jong Chul Ye
Journal:  J Xray Sci Technol       Date:  2011       Impact factor: 1.535

9.  A metal artifact reduction algorithm in CT using multiple prior images by recursive active contour segmentation.

Authors:  Haewon Nam; Jongduk Baek
Journal:  PLoS One       Date:  2017-06-12       Impact factor: 3.240

10.  Reduction of metal artifact in single photon-counting computed tomography by spectral-driven iterative reconstruction technique.

Authors:  Radin A Nasirudin; Kai Mei; Petar Penchev; Petar Panchev; Andreas Fehringer; Franz Pfeiffer; Ernst J Rummeny; Martin Fiebich; Peter B Noël
Journal:  PLoS One       Date:  2015-05-08       Impact factor: 3.240

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