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New Software for DQE Calculation in Digital Mammography Compliant with IEC 62220–1-2
Significant improvements in mammography systems have been achieved with the introduction of active matrix flat-panel digital detectors. The advent of this technology also makes it possible to implement computational methods for quantitative image analysis. This study describes new software created t...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9582097/ https://www.ncbi.nlm.nih.gov/pubmed/36104636 http://dx.doi.org/10.1007/s10278-021-00546-y |
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author | Dobrzyńska, Magdalena Wysocka-Rabin, Anna Fabiszewska, Ewa Pasicz, Katarzyna Skrzyński, Witold |
author_facet | Dobrzyńska, Magdalena Wysocka-Rabin, Anna Fabiszewska, Ewa Pasicz, Katarzyna Skrzyński, Witold |
author_sort | Dobrzyńska, Magdalena |
collection | PubMed |
description | Significant improvements in mammography systems have been achieved with the introduction of active matrix flat-panel digital detectors. The advent of this technology also makes it possible to implement computational methods for quantitative image analysis. This study describes new software created to perform detective quantum efficiency (DQE) calculations fully compliant with the IEC 62220–1-2 standard. Python-based software was developed that contains modules to calculate inverse conversion function, modulation transfer function (MTF), noise power spectrum (NPS), and DQE itself. A graphical user interface (GUI) and further add-ons make this software more user-friendly. Results are immediately displayed diagrammatically, and complete output data are exported to a .csv file. The code is available freely, as a compiled, executable file (.exe). The program was successfully tested using DICOM images obtained from mammography units from different manufacturers. This study also includes validation of the new software, based on comparisons of results obtained for the same set of data with two other, freely available programs. |
format | Online Article Text |
id | pubmed-9582097 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-95820972022-10-21 New Software for DQE Calculation in Digital Mammography Compliant with IEC 62220–1-2 Dobrzyńska, Magdalena Wysocka-Rabin, Anna Fabiszewska, Ewa Pasicz, Katarzyna Skrzyński, Witold J Digit Imaging Article Significant improvements in mammography systems have been achieved with the introduction of active matrix flat-panel digital detectors. The advent of this technology also makes it possible to implement computational methods for quantitative image analysis. This study describes new software created to perform detective quantum efficiency (DQE) calculations fully compliant with the IEC 62220–1-2 standard. Python-based software was developed that contains modules to calculate inverse conversion function, modulation transfer function (MTF), noise power spectrum (NPS), and DQE itself. A graphical user interface (GUI) and further add-ons make this software more user-friendly. Results are immediately displayed diagrammatically, and complete output data are exported to a .csv file. The code is available freely, as a compiled, executable file (.exe). The program was successfully tested using DICOM images obtained from mammography units from different manufacturers. This study also includes validation of the new software, based on comparisons of results obtained for the same set of data with two other, freely available programs. Springer International Publishing 2022-09-14 2022-10 /pmc/articles/PMC9582097/ /pubmed/36104636 http://dx.doi.org/10.1007/s10278-021-00546-y Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Dobrzyńska, Magdalena Wysocka-Rabin, Anna Fabiszewska, Ewa Pasicz, Katarzyna Skrzyński, Witold New Software for DQE Calculation in Digital Mammography Compliant with IEC 62220–1-2 |
title | New Software for DQE Calculation in Digital Mammography Compliant with IEC 62220–1-2 |
title_full | New Software for DQE Calculation in Digital Mammography Compliant with IEC 62220–1-2 |
title_fullStr | New Software for DQE Calculation in Digital Mammography Compliant with IEC 62220–1-2 |
title_full_unstemmed | New Software for DQE Calculation in Digital Mammography Compliant with IEC 62220–1-2 |
title_short | New Software for DQE Calculation in Digital Mammography Compliant with IEC 62220–1-2 |
title_sort | new software for dqe calculation in digital mammography compliant with iec 62220–1-2 |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9582097/ https://www.ncbi.nlm.nih.gov/pubmed/36104636 http://dx.doi.org/10.1007/s10278-021-00546-y |
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