Cargando…

The Experimental Study on Geometric Calibration and Material Discrimination for In Vivo Dual-Energy CT Imaging

Photon-counting detector (PCD) can identify absorption features in the multiple ranges of photon energies, which has a great potential in material discrimination. In this paper, we focused on in vivo dual-energy CT imaging to characterize different biomedical compositions. The precision of material...

Descripción completa

Detalles Bibliográficos
Autores principales: Deng, Gang, Chen, Mianyi, He, Peng, Wang, Xing, Wu, Xiaochuan, Guo, Xiaodong, Li, Pengcheng, Wei, Biao, An, Kang, Zheng, Xiaolin, Feng, Peng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6556280/
https://www.ncbi.nlm.nih.gov/pubmed/31240223
http://dx.doi.org/10.1155/2019/7614589
_version_ 1783425301501444096
author Deng, Gang
Chen, Mianyi
He, Peng
Wang, Xing
Wu, Xiaochuan
Guo, Xiaodong
Li, Pengcheng
Wei, Biao
An, Kang
Zheng, Xiaolin
Feng, Peng
author_facet Deng, Gang
Chen, Mianyi
He, Peng
Wang, Xing
Wu, Xiaochuan
Guo, Xiaodong
Li, Pengcheng
Wei, Biao
An, Kang
Zheng, Xiaolin
Feng, Peng
author_sort Deng, Gang
collection PubMed
description Photon-counting detector (PCD) can identify absorption features in the multiple ranges of photon energies, which has a great potential in material discrimination. In this paper, we focused on in vivo dual-energy CT imaging to characterize different biomedical compositions. The precision of material decomposition in post-reconstruction space depends on the quality of reconstructed CT images; we used the locally linear embedding (LLE) based online geometric calibration method and GPU-based reconstruction toolbox to reconstruct high-quality CT images. Then, we performed the real experiment and studied materials decomposition with basis material model to discriminate soft tissue and cortical bone of small animal. Finally, the experimental results demonstrated that the proposed method could reconstruct small animal CT images with more slim structures and details, and improve the precision of materials decomposition in dual-energy CT imaging.
format Online
Article
Text
id pubmed-6556280
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Hindawi
record_format MEDLINE/PubMed
spelling pubmed-65562802019-06-25 The Experimental Study on Geometric Calibration and Material Discrimination for In Vivo Dual-Energy CT Imaging Deng, Gang Chen, Mianyi He, Peng Wang, Xing Wu, Xiaochuan Guo, Xiaodong Li, Pengcheng Wei, Biao An, Kang Zheng, Xiaolin Feng, Peng Biomed Res Int Research Article Photon-counting detector (PCD) can identify absorption features in the multiple ranges of photon energies, which has a great potential in material discrimination. In this paper, we focused on in vivo dual-energy CT imaging to characterize different biomedical compositions. The precision of material decomposition in post-reconstruction space depends on the quality of reconstructed CT images; we used the locally linear embedding (LLE) based online geometric calibration method and GPU-based reconstruction toolbox to reconstruct high-quality CT images. Then, we performed the real experiment and studied materials decomposition with basis material model to discriminate soft tissue and cortical bone of small animal. Finally, the experimental results demonstrated that the proposed method could reconstruct small animal CT images with more slim structures and details, and improve the precision of materials decomposition in dual-energy CT imaging. Hindawi 2019-05-22 /pmc/articles/PMC6556280/ /pubmed/31240223 http://dx.doi.org/10.1155/2019/7614589 Text en Copyright © 2019 Gang Deng et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Deng, Gang
Chen, Mianyi
He, Peng
Wang, Xing
Wu, Xiaochuan
Guo, Xiaodong
Li, Pengcheng
Wei, Biao
An, Kang
Zheng, Xiaolin
Feng, Peng
The Experimental Study on Geometric Calibration and Material Discrimination for In Vivo Dual-Energy CT Imaging
title The Experimental Study on Geometric Calibration and Material Discrimination for In Vivo Dual-Energy CT Imaging
title_full The Experimental Study on Geometric Calibration and Material Discrimination for In Vivo Dual-Energy CT Imaging
title_fullStr The Experimental Study on Geometric Calibration and Material Discrimination for In Vivo Dual-Energy CT Imaging
title_full_unstemmed The Experimental Study on Geometric Calibration and Material Discrimination for In Vivo Dual-Energy CT Imaging
title_short The Experimental Study on Geometric Calibration and Material Discrimination for In Vivo Dual-Energy CT Imaging
title_sort experimental study on geometric calibration and material discrimination for in vivo dual-energy ct imaging
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6556280/
https://www.ncbi.nlm.nih.gov/pubmed/31240223
http://dx.doi.org/10.1155/2019/7614589
work_keys_str_mv AT denggang theexperimentalstudyongeometriccalibrationandmaterialdiscriminationforinvivodualenergyctimaging
AT chenmianyi theexperimentalstudyongeometriccalibrationandmaterialdiscriminationforinvivodualenergyctimaging
AT hepeng theexperimentalstudyongeometriccalibrationandmaterialdiscriminationforinvivodualenergyctimaging
AT wangxing theexperimentalstudyongeometriccalibrationandmaterialdiscriminationforinvivodualenergyctimaging
AT wuxiaochuan theexperimentalstudyongeometriccalibrationandmaterialdiscriminationforinvivodualenergyctimaging
AT guoxiaodong theexperimentalstudyongeometriccalibrationandmaterialdiscriminationforinvivodualenergyctimaging
AT lipengcheng theexperimentalstudyongeometriccalibrationandmaterialdiscriminationforinvivodualenergyctimaging
AT weibiao theexperimentalstudyongeometriccalibrationandmaterialdiscriminationforinvivodualenergyctimaging
AT ankang theexperimentalstudyongeometriccalibrationandmaterialdiscriminationforinvivodualenergyctimaging
AT zhengxiaolin theexperimentalstudyongeometriccalibrationandmaterialdiscriminationforinvivodualenergyctimaging
AT fengpeng theexperimentalstudyongeometriccalibrationandmaterialdiscriminationforinvivodualenergyctimaging
AT denggang experimentalstudyongeometriccalibrationandmaterialdiscriminationforinvivodualenergyctimaging
AT chenmianyi experimentalstudyongeometriccalibrationandmaterialdiscriminationforinvivodualenergyctimaging
AT hepeng experimentalstudyongeometriccalibrationandmaterialdiscriminationforinvivodualenergyctimaging
AT wangxing experimentalstudyongeometriccalibrationandmaterialdiscriminationforinvivodualenergyctimaging
AT wuxiaochuan experimentalstudyongeometriccalibrationandmaterialdiscriminationforinvivodualenergyctimaging
AT guoxiaodong experimentalstudyongeometriccalibrationandmaterialdiscriminationforinvivodualenergyctimaging
AT lipengcheng experimentalstudyongeometriccalibrationandmaterialdiscriminationforinvivodualenergyctimaging
AT weibiao experimentalstudyongeometriccalibrationandmaterialdiscriminationforinvivodualenergyctimaging
AT ankang experimentalstudyongeometriccalibrationandmaterialdiscriminationforinvivodualenergyctimaging
AT zhengxiaolin experimentalstudyongeometriccalibrationandmaterialdiscriminationforinvivodualenergyctimaging
AT fengpeng experimentalstudyongeometriccalibrationandmaterialdiscriminationforinvivodualenergyctimaging