Patient-specific Effective Dose Estimation from Dose-Length Product in Lung Computed Tomography Using Monte Carlo
Gholamreza Fallahmohammadi1, Zeinab Kordzini Nodeh2, Mohammad Mahdavi2
1Department of Radiology, Faculty of Allied Medicine, Mazandaran University of Medical Sciences, Sari, Iran.
Journal of Medical Signals and Sensors
|July 12, 2024
Summary
Accurate radiation risk estimation in computed tomography (CT) requires patient-specific effective dose calculation. This study introduces a Monte Carlo (MC) simulation method to determine effective dose from lung CT scans using the dose-length product (DLP) index.
Area of Science:
- Medical Physics
- Radiological Dosimetry
- Computational Imaging
Background:
- Computed tomography (CT) contributes significantly to patient radiation dose in medical imaging.
- Accurate estimation of radiation risk in CT is crucial for patient safety.
- Existing dose metrics may not fully account for patient-specific factors.
Purpose of the Study:
- To introduce a method for determining patient-specific effective dose in lung CT scans.
- To utilize Monte Carlo (MC) simulation for calculating radiation dose based on the dose-length product (DLP) index.
- To investigate the influence of body habitus on radiation dose and effective dose conversion factors.
Main Methods:
- Simulated a CT scanner using EGSnrc/BEAMnrc MC code.
- Modeled voxelized male and female phantoms of varying body habits (slim, standard, fat).
- Calculated organ doses and effective doses using DOSxyznrc simulation, correlating DLP and CTDIvol with effective dose.
Main Results:
- Lung radiation doses varied with body habitus, with slim patients exhibiting higher doses per mAs.
- The DLP to effective dose conversion factor (k-factor) was found to be higher in slimmer patients, particularly women.
- Calculated lung radiation doses for men: slim (0.164 mGy/mAs), standard (0.103 mGy/mAs), fat (0.078 mGy/mAs).
- Calculated lung radiation doses for women: slim (0.164 mGy/mAs), standard (0.105 mGy/mAs), fat (0.079 mGy/mAs).
Conclusions:
- CT scan dose indices may underestimate radiation exposure in slimmer patients.
- Patient body habitus significantly influences effective dose calculations.
- CT dose reporting should be adjusted for patient body habitus to ensure accurate radiation risk assessment.


