Literature DB >> 35690885

Dose coefficients for organ dosimetry in tomosynthesis imaging of adults and pediatrics across diverse protocols.

Shobhit Sharma1,2, Anuj Kapadia1,2, Francesco Ria1,3, W Paul Segars1,4, Ehsan Samei1,2,3,4.   

Abstract

PURPOSE: The gold-standard method for estimation of patient-specific organ doses in digital tomosynthesis (DT) requires protocol-specific Monte Carlo (MC) simulations of radiation transport in anatomically accurate computational phantoms. Although accurate, MC simulations are computationally expensive, leading to a turnaround time in the order of core hours for simulating a single exam. This limits their clinical utility. The purpose of this study is to overcome this limitation by utilizing patient- and protocol-specific MC simulations to develop a comprehensive database of air-kerma-normalized organ dose coefficients for a virtual population of adult and pediatric patient models over an expanded set of exam protocols in DT for retrospective and prospective estimation of radiation dose in clinical tomosynthesis.
MATERIALS AND METHODS: A clinically representative virtual population of 14 patient models was used, with pediatric models (M and F) at ages 1, 5, 10, and 15 and adult patient models (M and F) with body mass index (BMIs) at 10th, 50th, and 90th percentiles of the US population. A graphics processing unit (GPU)-based MC simulation framework was used to simulate organ doses in the patient models, incorporating the scanner-specific configuration of a clinical DT system (VolumeRad, GE Healthcare, Waukesha, WI, USA) and an expanded set of exam protocols, including 21 distinct acquisition techniques for imaging a variety of anatomical regions (head and neck, thorax, spine, abdomen, and knee). Organ dose coefficients (hn ) were estimated by normalizing organ dose estimates to air kerma at 70 cm (X70cm ) from the source in the scout view. The corresponding coefficients for projection radiography were approximated using organ doses estimated for the scout view. The organ dose coefficients were further used to compute air-kerma-normalized patient-specific effective dose coefficients (Kn ) for all combinations of patients and protocols, and a comparative analysis examining the variation of radiation burden across sex, age, and exam protocols in DT, and with projection radiography was performed.
RESULTS: The database of organ dose coefficients (hn ) containing 294 distinct combinations of patients and exam protocols was developed and made publicly available. The values of Kn were observed to produce estimates of effective dose in agreement with prior studies and consistent with magnitudes expected for pediatric and adult patients across the different exam protocols, with head and neck regions exhibiting relatively lower and thorax and C-spine (apsc, apcs) regions relatively higher magnitudes. The ratios (r = Kn /Kn ,rad ) quantifying the differences air-kerma-normalized patient-specific effective doses between DT and projection radiography were centered around 1.0 for all exam protocols, with the exception of protocols covering the knee region (pawk, patk).
CONCLUSIONS: This study developed a database of organ dose coefficients for a virtual population of 14 adult and pediatric XCAT patient models over a set of 21 exam protocols in DT. Using empirical measurements of air kerma in the clinic, these organ dose coefficients enable practical retrospective and prospective patient-specific radiation dosimetry. The computation of air-kerma-normalized patient-specific effective doses further enables the comparison of radiation burden to the patient populations between protocols and between imaging modalities (e.g., DT and projection radiography), as presented in this study.
© 2022 American Association of Physicists in Medicine.

Entities:  

Keywords:  Monte Carlo; Task Group 321; XCAT; patient specific; radiation dosimetry and risk; tomosynthesis

Mesh:

Year:  2022        PMID: 35690885      PMCID: PMC9536505          DOI: 10.1002/mp.15798

Source DB:  PubMed          Journal:  Med Phys        ISSN: 0094-2405            Impact factor:   4.506


  21 in total

1.  The development of a population of 4D pediatric XCAT phantoms for imaging research and optimization.

Authors:  W P Segars; Hannah Norris; Gregory M Sturgeon; Yakun Zhang; Jason Bond; Anum Minhas; Daniel J Tward; J T Ratnanather; M I Miller; D Frush; E Samei
Journal:  Med Phys       Date:  2015-08       Impact factor: 4.071

2.  The 2007 Recommendations of the International Commission on Radiological Protection. ICRP publication 103.

Authors: 
Journal:  Ann ICRP       Date:  2007

3.  A Monte Carlo estimation of effective dose in chest tomosynthesis.

Authors:  John M Sabol
Journal:  Med Phys       Date:  2009-12       Impact factor: 4.071

4.  Accelerating Monte Carlo simulations of photon transport in a voxelized geometry using a massively parallel graphics processing unit.

Authors:  Andreu Badal; Aldo Badano
Journal:  Med Phys       Date:  2009-11       Impact factor: 4.071

5.  The use of dose quantities in radiological protection: ICRP publication 147 Ann ICRP 50(1) 2021.

Authors:  J D Harrison; M Balonov; F Bochud; C J Martin; H-G Menzel; R Smith-Bindman; P Ortiz-López; J R Simmonds; R Wakeford
Journal:  J Radiol Prot       Date:  2021-06-01       Impact factor: 1.394

6.  Comparison of patient specific dose metrics between chest radiography, tomosynthesis, and CT for adult patients of wide ranging body habitus.

Authors:  Yakun Zhang; Xiang Li; W Paul Segars; Ehsan Samei
Journal:  Med Phys       Date:  2014-02       Impact factor: 4.071

7.  Tungsten anode spectral model using interpolating cubic splines: unfiltered x-ray spectra from 20 kV to 640 kV.

Authors:  Andrew M Hernandez; John M Boone
Journal:  Med Phys       Date:  2014-04       Impact factor: 4.071

8.  Dose coefficients for organ dosimetry in tomosynthesis imaging of adults and pediatrics across diverse protocols.

Authors:  Shobhit Sharma; Anuj Kapadia; Francesco Ria; W Paul Segars; Ehsan Samei
Journal:  Med Phys       Date:  2022-06-21       Impact factor: 4.506

9.  Chest tomosynthesis: technical principles and clinical update.

Authors:  James T Dobbins; H Page McAdams
Journal:  Eur J Radiol       Date:  2009-07-18       Impact factor: 3.528

10.  Population of anatomically variable 4D XCAT adult phantoms for imaging research and optimization.

Authors:  W P Segars; Jason Bond; Jack Frush; Sylvia Hon; Chris Eckersley; Cameron H Williams; Jianqiao Feng; Daniel J Tward; J T Ratnanather; M I Miller; D Frush; E Samei
Journal:  Med Phys       Date:  2013-04       Impact factor: 4.071

View more
  1 in total

1.  Dose coefficients for organ dosimetry in tomosynthesis imaging of adults and pediatrics across diverse protocols.

Authors:  Shobhit Sharma; Anuj Kapadia; Francesco Ria; W Paul Segars; Ehsan Samei
Journal:  Med Phys       Date:  2022-06-21       Impact factor: 4.506

  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.