Propagation-Based Phase-Contrast CT of the Breast Demonstrates Higher Quality Than Conventional Absorption-Based CT Even at Lower Radiation Dose
Propagation-based phase-contrast CT (PB-CT) is an advanced X-ray imaging technology that exploits both refraction and absorption of the transmitted X-ray beam. This study was aimed at optimizing the experimental conditions of PB-CT for breast cancer imaging and examined its performance relative to c...
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Published in | Academic radiology Vol. 28; no. 1; p. e20 |
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Main Authors | , , , , , , , , , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
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United States
01.01.2021
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Abstract | Propagation-based phase-contrast CT (PB-CT) is an advanced X-ray imaging technology that exploits both refraction and absorption of the transmitted X-ray beam. This study was aimed at optimizing the experimental conditions of PB-CT for breast cancer imaging and examined its performance relative to conventional absorption-based CT (AB-CT) in terms of image quality and radiation dose.
Surgically excised breast mastectomy specimens (n = 12) were scanned using both PB-CT and AB-CT techniques under varying imaging conditions. To evaluate the radiological image quality, visual grading characteristics (VGC) analysis was used in which 11 breast specialist radiologists compared the overall image quality of PB-CT images with respect to the corresponding AB-CT images. The area under the VGC curve was calculated to measure the differences between PB-CT and AB-CT images.
The highest radiological quality was obtained for PB-CT images using a 32 keV energy X-ray beam and by applying the Homogeneous Transport of Intensity Equation phase retrieval with the value of its parameter γ set to one-half of the theoretically optimal value for the given materials. Using these optimized conditions, the image quality of PB-CT images obtained at 4 mGy and 2 mGy mean glandular dose was significantly higher than AB-CT images at 4 mGy (AUC
= 0.901, p = 0.001 and AUC
= 0.819, p = 0.011, respectively).
PB-CT achieves a higher radiological image quality compared to AB-CT even at a considerably lower mean glandular dose. Successful translation of the PB-CT technique for breast cancer imaging can potentially result in improved breast cancer diagnosis. |
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AbstractList | Propagation-based phase-contrast CT (PB-CT) is an advanced X-ray imaging technology that exploits both refraction and absorption of the transmitted X-ray beam. This study was aimed at optimizing the experimental conditions of PB-CT for breast cancer imaging and examined its performance relative to conventional absorption-based CT (AB-CT) in terms of image quality and radiation dose.
Surgically excised breast mastectomy specimens (n = 12) were scanned using both PB-CT and AB-CT techniques under varying imaging conditions. To evaluate the radiological image quality, visual grading characteristics (VGC) analysis was used in which 11 breast specialist radiologists compared the overall image quality of PB-CT images with respect to the corresponding AB-CT images. The area under the VGC curve was calculated to measure the differences between PB-CT and AB-CT images.
The highest radiological quality was obtained for PB-CT images using a 32 keV energy X-ray beam and by applying the Homogeneous Transport of Intensity Equation phase retrieval with the value of its parameter γ set to one-half of the theoretically optimal value for the given materials. Using these optimized conditions, the image quality of PB-CT images obtained at 4 mGy and 2 mGy mean glandular dose was significantly higher than AB-CT images at 4 mGy (AUC
= 0.901, p = 0.001 and AUC
= 0.819, p = 0.011, respectively).
PB-CT achieves a higher radiological image quality compared to AB-CT even at a considerably lower mean glandular dose. Successful translation of the PB-CT technique for breast cancer imaging can potentially result in improved breast cancer diagnosis. |
Author | Lockie, Darren Hausermann, Daniel Kumar, Beena Quiney, Harry M Gadomkar, Ziba Dimmock, Matthew Gureyev, Timur E Tavakoli Taba, Seyedamir Nesterets, Yakov I Maksimenko, Anton Pavlov, Konstantin M Gity, Masoumeh Peele, Andrew Arhatari, Benedicta D Fox, Jane Prodanovic, Zdenka Lewis, Sarah Mayo, Sheridan C Brennan, Patrick C Hall, Christopher Thompson, Darren |
Author_xml | – sequence: 1 givenname: Seyedamir surname: Tavakoli Taba fullname: Tavakoli Taba, Seyedamir email: amir.tavakoli@sydney.edu.au organization: Faculty of Health Sciences, The University of Sydney, Lidcombe 2141, Australia. Electronic address: amir.tavakoli@sydney.edu.au – sequence: 2 givenname: Benedicta D surname: Arhatari fullname: Arhatari, Benedicta D organization: School of Physics, The University of Melbourne, Parkville, Australia; Chemistry and Physics Department, La Trobe University, Bundoora, Australia – sequence: 3 givenname: Yakov I surname: Nesterets fullname: Nesterets, Yakov I organization: Commonwealth Scientific and Industrial Research Organisation, Clayton, Australia; School of Science and Technology, University of New England, Armidale, Australia – sequence: 4 givenname: Ziba surname: Gadomkar fullname: Gadomkar, Ziba organization: Faculty of Health Sciences, The University of Sydney, Lidcombe 2141, Australia – sequence: 5 givenname: Sheridan C surname: Mayo fullname: Mayo, Sheridan C organization: Commonwealth Scientific and Industrial Research Organisation, Clayton, Australia – sequence: 6 givenname: Darren surname: Thompson fullname: Thompson, Darren organization: Commonwealth Scientific and Industrial Research Organisation, Clayton, Australia; School of Science and Technology, University of New England, Armidale, Australia – sequence: 7 givenname: Jane surname: Fox fullname: Fox, Jane organization: Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, Australia – sequence: 8 givenname: Beena surname: Kumar fullname: Kumar, Beena organization: Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, Australia – sequence: 9 givenname: Zdenka surname: Prodanovic fullname: Prodanovic, Zdenka organization: Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, Australia – sequence: 10 givenname: Daniel surname: Hausermann fullname: Hausermann, Daniel organization: Australian Synchrotron, ANSTO, Clayton, Australia – sequence: 11 givenname: Anton surname: Maksimenko fullname: Maksimenko, Anton organization: Australian Synchrotron, ANSTO, Clayton, Australia – sequence: 12 givenname: Christopher surname: Hall fullname: Hall, Christopher organization: Australian Synchrotron, ANSTO, Clayton, Australia – sequence: 13 givenname: Matthew surname: Dimmock fullname: Dimmock, Matthew organization: Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, Australia – sequence: 14 givenname: Konstantin M surname: Pavlov fullname: Pavlov, Konstantin M organization: School of Science and Technology, University of New England, Armidale, Australia; School of Physical and Chemical Sciences, University of Canterbury, Christchurch, New Zealand; School of Physics and Astronomy, Monash University, Clayton, Australia – sequence: 15 givenname: Darren surname: Lockie fullname: Lockie, Darren organization: Maroondah BreastScreen, Eastern Health, Ringwood, Australia – sequence: 16 givenname: Masoumeh surname: Gity fullname: Gity, Masoumeh organization: Department of Radiology, Tehran University of Medical Sciences, Tehran, Iran – sequence: 17 givenname: Andrew surname: Peele fullname: Peele, Andrew organization: Australian Synchrotron, ANSTO, Clayton, Australia – sequence: 18 givenname: Harry M surname: Quiney fullname: Quiney, Harry M organization: School of Physics, The University of Melbourne, Parkville, Australia – sequence: 19 givenname: Sarah surname: Lewis fullname: Lewis, Sarah organization: Faculty of Health Sciences, The University of Sydney, Lidcombe 2141, Australia – sequence: 20 givenname: Timur E surname: Gureyev fullname: Gureyev, Timur E organization: Faculty of Health Sciences, The University of Sydney, Lidcombe 2141, Australia; School of Physics, The University of Melbourne, Parkville, Australia; School of Science and Technology, University of New England, Armidale, Australia; School of Physics and Astronomy, Monash University, Clayton, Australia – sequence: 21 givenname: Patrick C surname: Brennan fullname: Brennan, Patrick C organization: Faculty of Health Sciences, The University of Sydney, Lidcombe 2141, Australia |
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Keywords | Absorption-based CT Breast phase-contrast visual grading characteristics Propagation-based phase-contrast CT |
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SubjectTerms | Breast - diagnostic imaging Breast Neoplasms - diagnostic imaging Humans Mastectomy Radiation Dosage Tomography, X-Ray Computed |
Title | Propagation-Based Phase-Contrast CT of the Breast Demonstrates Higher Quality Than Conventional Absorption-Based CT Even at Lower Radiation Dose |
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