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Development of a phantom to test fully automated breast density software - A work in progress
G G Waade1, S Hofvind2, J D Thompson3
1Department of Life Sciences and Health, Faculty of Health Sciences, Oslo and Akershus University College of Applied Sciences, Box 4, St. Olavs Plass, 0130 Oslo, Norway; School of Health Sciences, University of Salford, Salford M6 6PU, Greater Manchester, UK.
Researchers developed deformable phantoms to assess automated mammographic density (MD) software. While recognized as breasts by software, these phantoms did not fully replicate female breast compression, indicating a need for further material development.
Area of Science:
- Biomedical Imaging
- Medical Physics
- Radiology
Background:
- Mammographic density (MD) is a significant independent risk factor for breast cancer.
- Automated software can estimate MD, potentially enabling stratified screening.
- The precise relationship between breast thickness reduction and MD estimation requires further investigation.
Purpose of the Study:
- To develop a novel deformable breast phantom for evaluating automated mammographic density software.
- To assess the impact of breast thickness reduction on mammographic density measurements using the phantom.
- To compare phantom properties with those of real human breasts.
Main Methods:
- Poly vinyl alcohol (PVAL) phantoms with varying configurations were created.
- Mammographic image data was analyzed using Volpara software for volumetric breast density (VBD%).
- Hounsfield units (HU) were measured via CT scans, and physical density (g/cm³) was calculated.
Main Results:
- The Volpara software successfully identified all created deformable phantoms as female breasts.
- Phantom thickness reduction led to alterations in estimated phantom density.
- The phantoms could not withstand the same compression levels and thickness reduction as female breasts during mammography.
Conclusions:
- The developed deformable phantoms provide promising, valid data for automated breast density measurement.
- This study represents the first instance of creating deformable phantoms recognized as breasts by Volpara software.
- Further research is needed to create phantoms from PVAL and other materials that better mimic female breast structure, density, and compressibility.
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