Absorbed and effective dose estimates in HR-pQCT of the distal radius and tibia: virtual dosimetry with a GPU-accelerated Monte Carlo code

<i>Objective</i>. To obtain maps of absorbed dose and an estimate of the effective dose to an adult patient for a high resolution peripheral quantitative computed tomography (HR-pQCT) (XtremeCT II) examination of the distal tibia and radius, using a graphical processing unit (GPU)-based Monte Carlo (MC) code.<i>Approach</i>. We adapted the validated code gCTD (GPU-based CT Dose calculator), to replicate the HR-pQCT configuration. MC simulations were performed on digital phantoms of the tibia and radius obtained from bilateral scans of the ankle and wrist of a 25 year-old female volunteer. Scans were segmented using an ad hoc algorithm in Fiji. Simulations run on an NVIDIA GeForce RTX 3090 GPU board. MC dose estimates were validated via computed tomography dose index measurements.<i>Main Results.</i>We obtained the absorbed dose distribution in the skin, bone, bone marrow, fat, and muscle tissues. The effective dose for the HR-pQCT examination were 2.05<i>μ</i>Sv and 2.13<i>μ</i>Sv for the right and left tibia, and 1.48<i>μ</i>Sv and 1.49<i>μ</i>Sv for the right and left radius, respectively, with a Type A statistical uncertainty of 0.06% (<i>k</i>= 3) with 4.66 × 10<sup>11</sup>photon histories. Corresponding effective dose conversion coefficients (<i>k-factors</i>) were 0.185<i>μ</i>Sv ∙ mGy<sup>-1</sup>· cm<sup>-1</sup>(tibia), and 0.133<i>μ</i>Sv mGy<sup>-1</sup>· cm<sup>-1</sup>(radius).<i>Significance.</i>We reported the first independent estimate of the effective dose for standard HR-pQCT clinical scans of the distal tibia and radius with the XtremeCT II scanner. Effective dose estimates (considering a total relative uncertainty of less than 40%) were lower than those indicated by the manufacturer and commonly reported for these scans. With 4.66 × 10<sup>9</sup>photon histories, the gCTD MC code can produce 3D dose maps from segmented HR-pQCT images in less than 12 s (GPU time), with 0.9% (<i>k</i>= 3) statistical uncertainty, making real-time personalized dose estimate feasible.

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Journal
Physics in Medicine and Biology
Published
2025-04-07
DOI
https://doi.org/10.1088/1361-6560/adc9f6
Citations
1
Primary Topic
Advanced X-ray and CT Imaging
Type
article
Field-Weighted Citation Impact
0.67

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article

Absorbed and effective dose estimates in HR-pQCT of the distal radius and tibia: virtual dosimetry with a GPU-accelerated Monte Carlo code

Giovanni Mettivier, Steven K. Boyd, Paolo Russo, Youfang Lai et al.
1 citations
Physics in Medicine and Biology
Advanced X-ray and CT Imaging
0.67
article

Absorbed and effective dose estimates in HR-pQCT of the distal radius and tibia: virtual dosimetry with a GPU-accelerated Monte Carlo code

Giovanni Mettivier, Steven K. Boyd, Paolo Russo, Youfang Lai, Xun Jia, Laura Antonia Cerbone
article en
1 citations

Abstract

<i>Objective</i>. To obtain maps of absorbed dose and an estimate of the effective dose to an adult patient for a high resolution peripheral quantitative computed tomography (HR-pQCT) (XtremeCT II) examination of the distal tibia and radius, using a graphical processing unit (GPU)-based Monte Carlo (MC) code.<i>Approach</i>. We adapted the validated code gCTD (GPU-based CT Dose calculator), to replicate the HR-pQCT configuration. MC simulations were performed on digital phantoms of the tibia and radius obtained from bilateral scans of the ankle and wrist of a 25 year-old female volunteer. Scans were segmented using an ad hoc algorithm in Fiji. Simulations run on an NVIDIA GeForce RTX 3090 GPU board. MC dose estimates were validated via computed tomography dose index measurements.<i>Main Results.</i>We obtained the absorbed dose distribution in the skin, bone, bone marrow, fat, and muscle tissues. The effective dose for the HR-pQCT examination were 2.05<i>μ</i>Sv and 2.13<i>μ</i>Sv for the right and left tibia, and 1.48<i>μ</i>Sv and 1.49<i>μ</i>Sv for the right and left radius, respectively, with a Type A statistical uncertainty of 0.06% (<i>k</i>= 3) with 4.66 × 10<sup>11</sup>photon histories. Corresponding effective dose conversion coefficients (<i>k-factors</i>) were 0.185<i>μ</i>Sv ∙ mGy<sup>-1</sup>· cm<sup>-1</sup>(tibia), and 0.133<i>μ</i>Sv mGy<sup>-1</sup>· cm<sup>-1</sup>(radius).<i>Significance.</i>We reported the first independent estimate of the effective dose for standard HR-pQCT clinical scans of the distal tibia and radius with the XtremeCT II scanner. Effective dose estimates (considering a total relative uncertainty of less than 40%) were lower than those indicated by the manufacturer and commonly reported for these scans. With 4.66 × 10<sup>9</sup>photon histories, the gCTD MC code can produce 3D dose maps from segmented HR-pQCT images in less than 12 s (GPU time), with 0.9% (<i>k</i>= 3) statistical uncertainty, making real-time personalized dose estimate feasible.

Physics in Medicine and BiologyVol. 70(9)
Johns Hopkins University (US), University of Calgary (CA), Johns Hopkins Medicine (US), Istituto Nazionale di Fisica Nucleare, Sezione di Napoli (IT), Alberta Bone and Joint Health Institute (CA), Scuola Superiore Meridionale (IT), University of Baltimore (US), University of Naples Federico II (IT)
Virginia Information Technologies Agency
Good health and well-being
Openalex Percentile: Top 33%
Advanced X-ray and CT Imaging
0.67
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