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A Case Study in Breast Density Evaluation Using Bioimpedance Measurements
(1) Background: As breast cancer studies suggest, a high percentage of breast density (PBD) may be related to breast cancer incidence. Although PBD screening is one of the strongest predictors of breast cancer risk, X-ray-based mammography evaluation is subjective. Therefore, new objective PBD measu...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9002785/ https://www.ncbi.nlm.nih.gov/pubmed/35408360 http://dx.doi.org/10.3390/s22072747 |
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author | Gutiérrez-Lopez, Marcos Prado-Olivarez, Juan Matheus-Troconis, Carolina Padilla-Medina, Alfredo Barranco-Gutiérrez, Alejandro I. Espinosa-Calderon, Alejandro Herrera-Ramírez, Carlos A. Diaz-Carmona, Javier |
author_facet | Gutiérrez-Lopez, Marcos Prado-Olivarez, Juan Matheus-Troconis, Carolina Padilla-Medina, Alfredo Barranco-Gutiérrez, Alejandro I. Espinosa-Calderon, Alejandro Herrera-Ramírez, Carlos A. Diaz-Carmona, Javier |
author_sort | Gutiérrez-Lopez, Marcos |
collection | PubMed |
description | (1) Background: As breast cancer studies suggest, a high percentage of breast density (PBD) may be related to breast cancer incidence. Although PBD screening is one of the strongest predictors of breast cancer risk, X-ray-based mammography evaluation is subjective. Therefore, new objective PBD measuring techniques are of interest. A case study analyzing the PBD of thirteen female participants using a bioimpedance-based method, the anomalies tracking circle (ATC), is described in this paper. (2) Methods: In the first stage, the breast bioimpedance of each participant was measured. Then, the participant breast density was determined by applying a mammogram just after the breast bioimpedance measurement stage. In the third stage, the ATC algorithm was applied to the measured bioimpedance data for each participant, and a results analysis was done. (3) Results: An ATC variation according to the breast density was observed from the obtained data, this allowed the use of classification techniques to determine the PBD. (4) Conclusions: The described breast density method is a promising approach that might be applied as an auxiliary tool to the mammography in order to obtain precise and objective results for evaluation of breast density and with that determine potential breast cancer risk. |
format | Online Article Text |
id | pubmed-9002785 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-90027852022-04-13 A Case Study in Breast Density Evaluation Using Bioimpedance Measurements Gutiérrez-Lopez, Marcos Prado-Olivarez, Juan Matheus-Troconis, Carolina Padilla-Medina, Alfredo Barranco-Gutiérrez, Alejandro I. Espinosa-Calderon, Alejandro Herrera-Ramírez, Carlos A. Diaz-Carmona, Javier Sensors (Basel) Article (1) Background: As breast cancer studies suggest, a high percentage of breast density (PBD) may be related to breast cancer incidence. Although PBD screening is one of the strongest predictors of breast cancer risk, X-ray-based mammography evaluation is subjective. Therefore, new objective PBD measuring techniques are of interest. A case study analyzing the PBD of thirteen female participants using a bioimpedance-based method, the anomalies tracking circle (ATC), is described in this paper. (2) Methods: In the first stage, the breast bioimpedance of each participant was measured. Then, the participant breast density was determined by applying a mammogram just after the breast bioimpedance measurement stage. In the third stage, the ATC algorithm was applied to the measured bioimpedance data for each participant, and a results analysis was done. (3) Results: An ATC variation according to the breast density was observed from the obtained data, this allowed the use of classification techniques to determine the PBD. (4) Conclusions: The described breast density method is a promising approach that might be applied as an auxiliary tool to the mammography in order to obtain precise and objective results for evaluation of breast density and with that determine potential breast cancer risk. MDPI 2022-04-02 /pmc/articles/PMC9002785/ /pubmed/35408360 http://dx.doi.org/10.3390/s22072747 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Gutiérrez-Lopez, Marcos Prado-Olivarez, Juan Matheus-Troconis, Carolina Padilla-Medina, Alfredo Barranco-Gutiérrez, Alejandro I. Espinosa-Calderon, Alejandro Herrera-Ramírez, Carlos A. Diaz-Carmona, Javier A Case Study in Breast Density Evaluation Using Bioimpedance Measurements |
title | A Case Study in Breast Density Evaluation Using Bioimpedance Measurements |
title_full | A Case Study in Breast Density Evaluation Using Bioimpedance Measurements |
title_fullStr | A Case Study in Breast Density Evaluation Using Bioimpedance Measurements |
title_full_unstemmed | A Case Study in Breast Density Evaluation Using Bioimpedance Measurements |
title_short | A Case Study in Breast Density Evaluation Using Bioimpedance Measurements |
title_sort | case study in breast density evaluation using bioimpedance measurements |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9002785/ https://www.ncbi.nlm.nih.gov/pubmed/35408360 http://dx.doi.org/10.3390/s22072747 |
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