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Journal ArticleDOI

NCICT: a computational solution to estimate organ doses for pediatric and adult patients undergoing CT scans

TLDR
The computer program, National Cancer Institute dosimetry system for CT (NCICT), provides more realistic anatomy based on the ICRP reference phantoms, higher age resolution, the most up-to-date bone marrow Dosimetry, and several convenient features compared to previous tools.
Abstract
We developed computational methods and tools to assess organ doses for pediatric and adult patients undergoing computed tomography (CT) examinations. We used the International Commission on Radiological Protection (ICRP) reference pediatric and adult phantoms combined with the Monte Carlo simulation of a reference CT scanner to establish comprehensive organ dose coefficients (DC), organ absorbed dose per unit volumetric CT Dose Index (CTDIvol) (mGy/mGy). We also developed methods to estimate organ doses with tube current modulation techniques and size specific dose estimates. A graphical user interface was designed to obtain user input of patient- and scan-specific parameters, and to calculate and display organ doses. A batch calculation routine was also integrated into the program to automatically calculate organ doses for a large number of patients. We entitled the computer program, National Cancer Institute dosimetry system for CT(NCICT). We compared our dose coefficients with those from CT-Expo, and evaluated the performance of our program using CT patient data. Our pediatric DCs show good agreements of organ dose estimation with those from CT-Expo except for thyroid. Our results support that the adult phantom in CT-Expo seems to represent a pediatric individual between 10 and 15 years rather than an adult. The comparison of CTDIvol values between NCICT and dose pages from 10 selected CT scans shows good agreements less than 12% except for two cases (up to 20%). The organ dose comparison between mean and modulated mAs shows that mean mAs-based calculation significantly overestimates dose (up to 2.4-fold) to the organs in close proximity to lungs in chest and chest-abdomen-pelvis scans. Our program provides more realistic anatomy based on the ICRP reference phantoms, higher age resolution, the most up-to-date bone marrow dosimetry, and several convenient features compared to previous tools. The NCICT will be available for research purpose in the near future.

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Citations
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Journal ArticleDOI

Radiation Exposure From Pediatric CT Scans and Subsequent Cancer Risk in the Netherlands

TL;DR: Evidence is found that CT-related radiation exposure increases brain tumor risk following exposure to low-dose ionizing radiation from CT scans in childhood, and incidence of brain tumors was higher in the cohort of children with CT scans, requiring cautious interpretation of the findings.
Journal ArticleDOI

A Method of Rapid Quantification of Patient-Specific Organ Dose for CT Using Coupled Deep-Learning based Multi-Organ Segmentation and GPU-accelerated Monte Carlo Dose Computing

TL;DR: This study aims to demonstrate the feasibility of combining deep-learning algorithms for automatic segmentation of multiple radiosensitive organs from CT images with the GPU-based Monte Carlo rapid organ dose calculation and achieves smaller absolute RDEs for all organs.
Journal ArticleDOI

Early life ionizing radiation exposure and cancer risks: systematic review and meta-analysis

TL;DR: CT exposure in childhood appears to be associated with increased risk of cancer while no significant association was observed with diagnostic radiographs.
Journal ArticleDOI

Out-of-field doses in radiotherapy: Input to epidemiological studies and dose-risk models.

TL;DR: Current problems, challenges, opportunities and opportunities for dosimetry developments in out-of-field doses in radiotherapy are identified.
References
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Book

The 2007 recommendations of the International Commission on Radiological Protection

Jack Valentin
TL;DR: These revised Recommendations for a System of Radiological Protection formally replace the Commission's previous, 1990, Recommendations; and update, consolidate, and develop the additional guidance on the control of exposure from radiation sources issued since 1990.
Book

Basic anatomical and physiological data for use in radiological protection : reference values

J. Valentin
TL;DR: This report presents detailed information on age- and gender-related differences in the anatomical and physiological characteristics of reference individuals to provide needed input to prospective dosimetry calculations for radiation protection purposes for both workers and members of the general public.
Journal ArticleDOI

Basic anatomical and physiological data for use in radiological protection: reference values ICRP Publication 89: Approved by the Commission in September 2001

J. Valentin
- 01 Sep 2002 - 
TL;DR: The reference values provided needed input to prospective dosimetry calculations for radiation protection purposes for both workers and members of the general public as mentioned in this paper, and the reference values were used for both male and female subjects of six different ages: newborn, 1 year, 5 years, 10 years, 15 years, and adult.

Specific absorbed fractions of energy at various ages from internal photon sources: 6, Newborn

M. Cristy, +1 more
TL;DR: The dosimetry methods that Spiers and co-workers developed for beta-emitting radionuclides deposited in bone are applied to follow the transport of secondary electrons that were freed by photon interactions through the microscopic structure of the skeleton to estimate PHI in the endosteal cells.
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