Literature DB >> 30034080

Determination of Optimal Image Type and Lowest Detectable Concentration for Iodine Detection on a Photon Counting Detector-Based Multi-Energy CT System.

Wei Zhou1, Rachel Schornak1, Gregory Michalak1, Jayse Weaver1, Dilbar Abdurakhimova1, Andrea Ferrero1, Kenneth A Fetterly1, Cynthia H McCollough1, Shuai Leng1.   

Abstract

Photon counting detector (PCD) based multi-energy CT is able to generate different types of images such as virtual monoenergetic images (VMIs) and material specific images (e.g., iodine maps) in addition to the conventional single energy images. The purpose of this study is to determine the image type that has optimal iodine detection and to determine the lowest detectable iodine concentration using a PCD-CT system. A 35 cm body phantom with iodine inserts of 4 concentrations and 2 sizes was scanned on a research PCD-CT system. For each iodine concentration, 80 repeated scans were performed and images were reconstructed for each energy threshold. In addition, VMIs at different keVs and iodine maps were also generated. CNR was measured for each type of images. A channelized Hotelling observer was used to assess iodine detectability after being validated with human observer studies, with area under the ROC curve (AUC) as a figure of merit. The agreement between model and human observer performance indicated that model observer could serve as an effective approach to determine optimal image type for the clinical practice and to determine the lowest detectable iodine concentration. Results demonstrated that for all size and concentration combinations, VMI at 70 keV had similar performance as that of threshold low images, both of which outperformed the iodine map images. At the AUC value of 0.8, iodine concentration as low as 0.2 mgI/cc could be detected for an 8 mm object and 0.5 mgI/cc for a 4 mm object with a 5 mm slice thickness.

Entities:  

Keywords:  Photon-counting detectors; computed tomography; iodine quantification; model observer; multi-energy

Year:  2018        PMID: 30034080      PMCID: PMC6052869          DOI: 10.1117/12.2294949

Source DB:  PubMed          Journal:  Proc SPIE Int Soc Opt Eng        ISSN: 0277-786X


  15 in total

1.  Implementation of a channelized Hotelling observer model to assess image quality of x-ray angiography systems.

Authors:  Christopher P Favazza; Kenneth A Fetterly; Nicholas J Hangiandreou; Shuai Leng; Beth A Schueler
Journal:  J Med Imaging (Bellingham)       Date:  2015-03-25

2.  Impact of number of repeated scans on model observer performance for a low-contrast detection task in computed tomography.

Authors:  Chi Ma; Lifeng Yu; Baiyu Chen; Christopher Favazza; Shuai Leng; Cynthia McCollough
Journal:  J Med Imaging (Bellingham)       Date:  2016-05-26

3.  Objective image characterization of a spectral CT scanner with dual-layer detector.

Authors:  Orhan Ozguner; Amar Dhanantwari; Sandra Halliburton; Gezheng Wen; Steven Utrup; David Jordan
Journal:  Phys Med Biol       Date:  2018-01-16       Impact factor: 3.609

4.  The effect of nonlinear human visual system components on performance of a channelized Hotelling observer in structured backgrounds.

Authors:  Yani Zhang; Binh T Pham; Miguel P Eckstein
Journal:  IEEE Trans Med Imaging       Date:  2006-10       Impact factor: 10.048

5.  Virtual monochromatic spectral imaging with fast kilovoltage switching: improved image quality as compared with that obtained with conventional 120-kVp CT.

Authors:  Kazuhiro Matsumoto; Masahiro Jinzaki; Yutaka Tanami; Akihisa Ueno; Minoru Yamada; Sachio Kuribayashi
Journal:  Radiology       Date:  2011-02-17       Impact factor: 11.105

6.  Spectral performance of a whole-body research photon counting detector CT: quantitative accuracy in derived image sets.

Authors:  Shuai Leng; Wei Zhou; Zhicong Yu; Ahmed Halaweish; Bernhard Krauss; Bernhard Schmidt; Lifeng Yu; Steffen Kappler; Cynthia McCollough
Journal:  Phys Med Biol       Date:  2017-08-21       Impact factor: 3.609

Review 7.  Dual-energy CT applications in the abdomen.

Authors:  Tobias Heye; Rendon C Nelson; Lisa M Ho; Daniele Marin; Daniel T Boll
Journal:  AJR Am J Roentgenol       Date:  2012-11       Impact factor: 3.959

Review 8.  Dual- and Multi-Energy CT: Principles, Technical Approaches, and Clinical Applications.

Authors:  Cynthia H McCollough; Shuai Leng; Lifeng Yu; Joel G Fletcher
Journal:  Radiology       Date:  2015-09       Impact factor: 11.105

9.  Iodine quantification to distinguish clear cell from papillary renal cell carcinoma at dual-energy multidetector CT: a multireader diagnostic performance study.

Authors:  Achille Mileto; Daniele Marin; Marcela Alfaro-Cordoba; Juan Carlos Ramirez-Giraldo; Christian D Eusemann; Emanuele Scribano; Alfredo Blandino; Silvio Mazziotti; Giorgio Ascenti
Journal:  Radiology       Date:  2014-08-25       Impact factor: 11.105

10.  Correlation between model observer and human observer performance in CT imaging when lesion location is uncertain.

Authors:  Shuai Leng; Lifeng Yu; Yi Zhang; Rickey Carter; Alicia Y Toledano; Cynthia H McCollough
Journal:  Med Phys       Date:  2013-08       Impact factor: 4.071

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  5 in total

1.  Spectral Photon Counting CT: Imaging Algorithms and Performance Assessment.

Authors:  Adam S Wang; Norbert J Pelc
Journal:  IEEE Trans Radiat Plasma Med Sci       Date:  2020-07-07

2.  Determination of iodine detectability in different types of multiple-energy images for a photon-counting detector computed tomography system.

Authors:  Wei Zhou; Gregory Michalak; Jayse Weaver; Andrea Ferrero; Hao Gong; Kenneth A Fetterly; Cynthia H McCollough; Shuai Leng
Journal:  J Med Imaging (Bellingham)       Date:  2019-10-15

3.  FORCE dual-energy CT in pathological grading of clear cell renal cell carcinoma.

Authors:  Chunling Zhang; Ning Wang; Xinyou Su; Kun Li; Dexin Yu; Aimei Ouyang
Journal:  Oncol Lett       Date:  2019-10-30       Impact factor: 2.967

4.  A semi-automated quantitative comparison of metal artifact reduction in photon-counting computed tomography by energy-selective thresholding.

Authors:  T D Do; S Sawall; S Heinze; T Reiner; C H Ziener; W Stiller; H P Schlemmer; M Kachelrieß; H U Kauczor; S Skornitzke
Journal:  Sci Rep       Date:  2020-12-03       Impact factor: 4.379

5.  Threshold-dependent iodine imaging and spectral separation in a whole-body photon-counting CT system.

Authors:  S Sawall; L Klein; E Wehrse; L T Rotkopf; C Amato; J Maier; H-P Schlemmer; C H Ziener; S Heinze; M Kachelrieß
Journal:  Eur Radiol       Date:  2021-03-13       Impact factor: 5.315

  5 in total

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