Literature DB >> 22830757

X-ray phase-shifts-based method of volumetric breast density measurement.

Xizeng Wu, Aimin Yan, Hong Liu.   

Abstract

PURPOSE: The high breast density is one of the biggest risk factors for breast cancer. Identifying patient having persistent high breast density is important for breast cancer screening and prevention. In this work the authors propose for the first time an x-ray phase-shifts-based method of breast density measurement.
METHODS: When x ray traverses the breast, x ray gets not only its intensity attenuated but also its phase shifted. Studying the x-ray phase-shifts generated by the breast tissues, we derived a general formula for determining the volumetric breast density from the breast phase map. The volumetric breast density is reconstructed by retrieving the breast phase map from just a single phase-sensitive projection of the breast, through the use of an innovative phase retrieval method based on the phase-attenuation duality. In order to numerically validate this phase-shifts-based method for measuring the volumetric breast density, the authors performed computer simulations with a digitally simulated anthropomorphic breast phantom.
RESULTS: Using the proposed phase-shifts-based method, we reconstructed the breast phantom's volumetric breast density, which differs from the phantom's intrinsic breast density by only 0.06%. In the presence of noises in the projection image, the reconstructed volumetric breast density differs from the phantom's intrinsic breast density by only 1.79% for a projection signal-to-noise-ratio (SNR) of 34. The error in reconstructed breast density is further reduced to 1.61% and 1.55% for SNR = 68 and SNR = 134, respectively, achieving good accuracies in the breast density determination.
CONCLUSIONS: The authors proposed an x-ray phase-shifts-based method of measuring the volumetric breast density. The simulation results numerically validated the proposed method as a novel method of breast density measurement with good accuracies.

Entities:  

Mesh:

Year:  2012        PMID: 22830757      PMCID: PMC3391304          DOI: 10.1118/1.4729838

Source DB:  PubMed          Journal:  Med Phys        ISSN: 0094-2405            Impact factor:   4.071


  19 in total

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Authors:  F Arfelli; V Bonvicini; A Bravin; G Cantatore; E Castelli; L D Palma; M D Michiel; M Fabrizioli; R Longo; R H Menk; A Olivo; S Pani; D Pontoni; P Poropat; M Prest; A Rashevsky; M Ratti; L Rigon; G Tromba; A Vacchi; E Vallazza; F Zanconati
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2.  Quantitative Phase Imaging Using Hard X Rays.

Authors: 
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4.  A volumetric method for estimation of breast density on digitized screen-film mammograms.

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Journal:  Med Phys       Date:  2003-03       Impact factor: 4.071

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Authors:  Robert S Saunders; Ehsan Samei
Journal:  Med Phys       Date:  2003-11       Impact factor: 4.071

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7.  Volumetric breast density estimation from full-field digital mammograms.

Authors:  Saskia van Engeland; Peter R Snoeren; Henkjan Huisman; Carla Boetes; Nico Karssemeijer
Journal:  IEEE Trans Med Imaging       Date:  2006-03       Impact factor: 10.048

8.  Clinical implementation of x-ray phase-contrast imaging: theoretical foundations and design considerations.

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Journal:  Med Phys       Date:  2003-08       Impact factor: 4.071

9.  A representation for mammographic image processing.

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Review 10.  Mammographic density. Measurement of mammographic density.

Authors:  Martin J Yaffe
Journal:  Breast Cancer Res       Date:  2008-06-19       Impact factor: 6.466

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  4 in total

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3.  Detectability comparison between a high energy x-ray phase sensitive and mammography systems in imaging phantoms with varying glandular-adipose ratios.

Authors:  Muhammad U Ghani; Molly D Wong; Di Wu; Bin Zheng; Laurie L Fajardo; Aimin Yan; Janis Fuh; Xizeng Wu; Hong Liu
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4.  High mammographic density in women of Ashkenazi Jewish descent.

Authors:  Jennifer L Caswell; Karla Kerlikowske; John A Shepherd; Steven R Cummings; Donglei Hu; Scott Huntsman; Elad Ziv
Journal:  Breast Cancer Res       Date:  2013-05-13       Impact factor: 6.466

  4 in total

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