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Published in 2018 at "Physica Medica"
DOI: 10.1016/j.ejmp.2018.04.087
Abstract: Purpose To compute, via GEANT4 based Monte Carlo (MC) simulations, normalized glandular dose (DgN) coefficients for mean glandular dose (MGD) estimates in 2D and 3D X-ray breast imaging. Methods We developed a Monte Carlo code…
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Keywords:
normalized glandular;
breast;
dgn;
glandular dose ... See more keywords
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Published in 2020 at "Physics in medicine and biology"
DOI: 10.1088/1361-6560/ab7a6d
Abstract: This work proposes to use Artificial Neural Networks (ANN) for the regression of dosimetric quantities employed in mammography. The data were generated by Monte Carlo simulations using a modified and validated version of PENELOPE (v.…
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Keywords:
neural networks;
glandular dose;
geometry;
mammography ... See more keywords
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Published in 2021 at "Healthcare"
DOI: 10.3390/healthcare9121758
Abstract: Early detection of breast cancer is diagnosed using mammography, the gold standard in breast screening. However, its increased use also provokes radiation-induced breast malignancy. Thus, monitoring and regulating the mean glandular dose (MGD) is essential.…
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Keywords:
breast;
mammography;
field digital;
glandular dose ... See more keywords