Literature DB >> 33304616

Real-time selection of iteration number.

Gengsheng L Zeng1,2.   

Abstract

When an iterative algorithm is used in image reconstruction, lesion contrast is iteration number dependent. The optimal iteration number varies with the lesion size. Therefore, images with different iteration numbers are needed for lesion detection if the lesions are of different sizes. This paper proposes a real-time iteration number adjustment method, so that the radiologists are able to change the iteration number while performing the lesion detection task.

Entities:  

Keywords:  iterative algorithms; parameter optimization; tomographic image reconstruction

Year:  2019        PMID: 33304616      PMCID: PMC7725242          DOI: 10.1088/2057-1976/ab202a

Source DB:  PubMed          Journal:  Biomed Phys Eng Express        ISSN: 2057-1976


  13 in total

1.  ROC and LROC analyses of the effects of lesion contrast, size, and signal-to-noise ratio on detectability in PET images.

Authors:  T H Farquhar; J Llacer; J Sayre; Y C Tai; E J Hoffman
Journal:  J Nucl Med       Date:  2000-04       Impact factor: 10.057

2.  Globally convergent image reconstruction for emission tomography using relaxed ordered subsets algorithms.

Authors:  Sangtae Ahn; Jeffrey A Fessler
Journal:  IEEE Trans Med Imaging       Date:  2003-05       Impact factor: 10.048

Review 3.  ROC analysis in medical imaging: a tutorial review of the literature.

Authors:  Charles E Metz
Journal:  Radiol Phys Technol       Date:  2007-10-27

4.  Computational acceleration for MR image reconstruction in partially parallel imaging.

Authors:  Xiaojing Ye; Yunmei Chen; Feng Huang
Journal:  IEEE Trans Med Imaging       Date:  2010-09-07       Impact factor: 10.048

5.  Revisiting stopping rules for iterative methods used in emission tomography.

Authors:  Hongbin Guo; Rosemary A Renaut
Journal:  Comput Med Imaging Graph       Date:  2010-12-31       Impact factor: 4.790

6.  FLAIR2: A Combination of FLAIR and T2 for Improved MS Lesion Detection.

Authors:  V Wiggermann; E Hernández-Torres; A Traboulsee; D K B Li; A Rauscher
Journal:  AJNR Am J Neuroradiol       Date:  2015-10-08       Impact factor: 3.825

Review 7.  Task-based measures of image quality and their relation to radiation dose and patient risk.

Authors:  Harrison H Barrett; Kyle J Myers; Christoph Hoeschen; Matthew A Kupinski; Mark P Little
Journal:  Phys Med Biol       Date:  2015-01-07       Impact factor: 3.609

8.  A heuristic statistical stopping rule for iterative reconstruction in emission tomography.

Authors:  F Ben Bouallègue; J F Crouzet; D Mariano-Goulart
Journal:  Ann Nucl Med       Date:  2012-10-04       Impact factor: 2.668

9.  Computed high b-value diffusion-weighted imaging improves lesion contrast and conspicuity in prostate cancer.

Authors:  S Feuerlein; M S Davenport; A Krishnaraj; E M Merkle; R T Gupta
Journal:  Prostate Cancer Prostatic Dis       Date:  2015-03-03       Impact factor: 5.554

10.  Model Based Filtered Backprojection Algorithm: A Tutorial.

Authors:  Gengsheng L Zeng
Journal:  Biomed Eng Lett       Date:  2014-03
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