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Published on: September 1, 2023
Effects of dose reduction on bone strength prediction using finite element analysis
D Anitha1, Karupppasamy Subburaj1, Kai Mei2
1Engineering Product Development (EPD) Pillar, Singapore University of Technology and Design (SUTD), 8 Somapah Road, 487372, Singapore.
Reducing X-ray tube exposure in computed tomography (CT) scans significantly lowers radiation dose without affecting bone strength predictions. This dose reduction enables earlier osteoporosis diagnosis and fracture risk monitoring.
Area of Science:
- Biomedical Engineering
- Radiology
- Orthopedics
Background:
- Accurate bone strength prediction is crucial for diagnosing osteoporosis and assessing fracture risk.
- Multi-detector computed tomography (MDCT) is widely used for bone density and strength estimation.
- Concerns exist regarding the impact of reduced radiation dose on the accuracy of these estimations.
Purpose of the Study:
- To evaluate the effect of X-ray tube exposure reduction on bone strength prediction using finite-element (FE) analysis.
- To determine the optimal radiation dose for MDCT imaging while maintaining accuracy in bone strength assessment.
Main Methods:
- Eleven fresh thoracic mid-vertebrae specimens were imaged using MDCT at varying X-ray tube exposures (80, 150, 220, and 500 mAs).
- Bone mineral density (BMD) was estimated, and image quality and specimen geometry were measured.
- Finite-element analysis was performed to predict fracture load, with results compared against the highest CT dose (500 mAs) as a reference.
Main Results:
- Dose reduction showed no significant impact on FE-predicted fracture loads.
- High correlations were observed between reduced doses (80, 150, 220 mAs) and the reference dose (R² values ranging from 0.987 to 0.998, p < 0.001).
- Volume quantification remained consistent across different radiation doses, and CT radiation dose could be reduced by up to 64% without compromising strength estimates.
Conclusions:
- Substantial reduction in CT radiation dose is feasible without compromising the accuracy of bone strength prediction via FE analysis.
- Reduced CT doses can facilitate earlier diagnosis and improved monitoring of osteoporosis and associated fracture risks.
- This finding supports the optimization of CT imaging protocols for enhanced patient safety and diagnostic efficacy.
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