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Previous unenhanced normal-dose scan induced low-dose CT angiography image restoration: Initial study

  • Y. Zhang
  • , J. Ma
  • , H. Zhang
  • , J. Huang
  • , Z. Bian
  • , Y. Gao
  • , D. Zeng
  • , Z. Liang
  • , W. Chen
  • Southern Medical University
  • Stony Brook University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Cardiovascular CT angiography (CTA) has been widely used for ruling out significant coronary artery stenoses in selected populations. However, the associated high X-ray radiation dose in CTA imaging has caused a significant concern in CT fields. In this paper, in order to reduce the radiation dose in CTA imaging, the normal-dose scan induced nonlocal means (ndiNLM) method was adapted for low-mAs scanned CTA image restoration. Specifically, the ndiNLM exploits the redundancy of information in the unenhanced normal-dose scan by optimizing the non-local weight in the nonlocal means (NLM) filtering strategy. Qualitative and quantitative evaluations were carried out on clinical CTA scans in terms of accuracy and resolution properties. Compared with the original NLM filtering, the evaluations clearly demonstrate that the ndiNLM method achieves higher accuracy and lower noise, while well preserving the diagnostic structures.

Original languageEnglish
Title of host publicationWorld Congress on Medical Physics and Biomedical Engineering
Pages835-837
Number of pages3
DOIs
StatePublished - 2013
EventWorld Congress on Medical Physics and Biomedical Engineering - Beijing, China
Duration: May 26 2012May 31 2012

Publication series

NameIFMBE Proceedings
Volume39 IFMBE
ISSN (Print)1680-0737

Conference

ConferenceWorld Congress on Medical Physics and Biomedical Engineering
Country/TerritoryChina
CityBeijing
Period05/26/1205/31/12

Keywords

  • CT angiography
  • image restoration
  • low-dose
  • ndiNLM
  • unenhanced normal-dose

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