Influência da aplicação de filtros digitais no contraste de imagens mamográficas e de tomossíntese

Breast cancer is a major public health problem with high occurrence worldwide. Mammography is the main radiological exam in the screening of this cancer, and recently, the emergence of tomosynthesis as an additional exam has been helping in the diagnosis of the disease. However, some images do not have a good quality, mainly due to the high presence of noise in, requiring the application of digital processing methods. Thus, the goal of this work is to compare the effects of Wiener and Mean filters on phantom images acquired in different equipment from the contrast-noise ratio (CNR) calculations. The results indicated an increase of CNR values for all original images when applying digital filters, increasing the image quality. Moreover, comparing the original images, it was noted that the highest CNR value was obtained in the tomosynthesis image, proving a greater contrast due to the acquisition geometry of the images of this feature. Thus, we concluded that the Mean filter was the one that obtained the highest CNR value, however, this type of filter causes a blur in the image when compared to the Wiener filter, indicating the importance of a visual analysis in conjunction with the quantitative one. XII SIMPÓSIO DE ENGENHARIA BIOMÉDICA - IX SIMPÓSIO DE INSTRUMENTAÇÃO E IMAGENS MÉDICAS

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PID https://www.doi.org/10.5281/zenodo.3461252
PID https://www.doi.org/10.5281/zenodo.3465929
PID https://www.doi.org/10.5281/zenodo.3461253
PID https://www.doi.org/10.5281/zenodo.3465928
URL https://figshare.com/articles/INFLU_NCIA_DA_APLICA_O_DE_FILTROS_DIGITAIS_NO_CONTRASTE_DE_IMAGENS_MAMOGR_FICAS_E_DE_TOMOSS_NTESE/11809032
URL https://zenodo.org/record/3465929
URL http://dx.doi.org/10.5281/zenodo.3465928
URL http://dx.doi.org/10.5281/zenodo.3461253
URL https://zenodo.org/record/3461253
URL http://dx.doi.org/10.5281/zenodo.3461252
URL https://figshare.com/articles/INFLU_NCIA_DA_APLICA_O_DE_FILTROS_DIGITAIS_NO_CONTRASTE_DE_IMAGENS_MAMOGR_FICAS_E_DE_TOMOSS_NTESE/11809029
URL http://dx.doi.org/10.5281/zenodo.3465929
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Author Paixão, Júlia Sousa, 0000-0002-3123-434X
Author Pìnheiro, Moara Souza Dias, 0000-0002-3292-6241
Author Carneiro, Pedro Cunha, 0000-0002-0120-5273
Author Patrocinio, Ana Claudia, 0000-0001-9376-7689
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Collected From ZENODO; Datacite; figshare; FigShare
Hosted By Zenodo; ZENODO; figshare; FigShare
Publication Date 2019-09-30
Publisher Zenodo
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Language Portuguese
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Source https://science-innovation-policy.openaire.eu/search/publication?articleId=dedup_wf_001::4136126f7b0687e2e4a88e3679744b35
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Last Updated 26 December 2020, 15:39 (CET)
Created 26 December 2020, 15:39 (CET)