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Updated: Feb 25, 2026

A Semi-Automated and Reproducible Biological-Based Method to Quantify Calcium Deposition In Vitro
Published on: June 2, 2022
Characterization of breast calcification types using dual energy x-ray method
N Martini1, V Koukou1, G Fountos2
1Department of Medical Physics, Medical School, University of Patras, 265 00 Patras, Greece.
A new dual energy x-ray method can now differentiate between calcium oxalate, calcium carbonate, and hydroxyapatite calcifications. This advancement is crucial for diagnosing various pathological conditions by distinguishing mineral types in vivo.
Area of Science:
- Medical Physics
- Biomineralization
- Diagnostic Imaging
Background:
- Calcifications, mineral deposits in tissues, are often linked to diseases.
- Common calcification minerals include calcium oxalate, calcium carbonate, and hydroxyapatite.
- Current in vivo methods cannot differentiate between these mineral types.
Purpose of the Study:
- To develop and evaluate a dual energy x-ray method for discriminating between different calcification minerals.
- To determine the Calcium/Phosphorus mass ratio ([Formula: see text]) for various mineral compositions and thicknesses.
Main Methods:
- Development of an analytical model for Calcium/Phosphorus mass ratio determination.
- Simulations using monoenergetic and polyenergetic x-rays with varying calcification thicknesses (100-1000 μm) and mineral types.
- Experimental validation using x-ray tubes and energy dispersive/integrating detectors on mineral phantoms.
Main Results:
- The dual energy x-ray method was simulated and experimentally evaluated.
- Statistically significant differences in mineral type discrimination were observed.
- Effective differentiation was achieved for calcification thicknesses of 300 μm and above.
Conclusions:
- The developed dual energy x-ray method shows promise for in vivo differentiation of calcification minerals.
- This technique can aid in the diagnosis of diseases associated with specific mineral deposits.
- Further research may refine the method for clinical applications.
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