Literature DB >> 23434202

Automated volumetric breast density estimation: a comparison with visual assessment.

J M Seo1, E S Ko, B-K Han, E Y Ko, J H Shin, S Y Hahn.   

Abstract

AIM: To compare automated volumetric breast density (VBD) measurement with visual assessment according to Breast Imaging Reporting and Data System (BI-RADS), and to determine the factors influencing the agreement between them.
MATERIALS AND METHODS: One hundred and ninety-three consecutive screening mammograms reported as negative were included in the study. Three radiologists assigned qualitative BI-RADS density categories to the mammograms. An automated volumetric breast-density method was used to measure VBD (% breast density) and density grade (VDG). Each case was classified into an agreement or disagreement group according to the comparison between visual assessment and VDG. The correlation between visual assessment and VDG was obtained. Various physical factors were compared between the two groups.
RESULTS: Agreement between visual assessment by the radiologists and VDG was good (ICC value = 0.757). VBD showed a highly significant positive correlation with visual assessment (Spearman's ρ = 0.754, p < 0.001). VBD and the x-ray tube target was significantly different between the agreement group and the disagreement groups (p = 0.02 and 0.04, respectively).
CONCLUSION: Automated VBD is a reliable objective method to measure breast density. The agreement between VDG and visual assessment by radiologist might be influenced by physical factors.
Copyright © 2013 The Royal College of Radiologists. Published by Elsevier Ltd. All rights reserved.

Mesh:

Year:  2013        PMID: 23434202     DOI: 10.1016/j.crad.2013.01.011

Source DB:  PubMed          Journal:  Clin Radiol        ISSN: 0009-9260            Impact factor:   2.350


  18 in total

1.  Breast Density Analysis Using an Automatic Density Segmentation Algorithm.

Authors:  Arnau Oliver; Meritxell Tortajada; Xavier Lladó; Jordi Freixenet; Sergi Ganau; Lidia Tortajada; Mariona Vilagran; Melcior Sentís; Robert Martí
Journal:  J Digit Imaging       Date:  2015-10       Impact factor: 4.056

Review 2.  Measurement of breast density with digital breast tomosynthesis--a systematic review.

Authors:  E U Ekpo; M F McEntee
Journal:  Br J Radiol       Date:  2014-08-22       Impact factor: 3.039

3.  Automatic Estimation of Volumetric Breast Density Using Artificial Neural Network-Based Calibration of Full-Field Digital Mammography: Feasibility on Japanese Women With and Without Breast Cancer.

Authors:  Jeff Wang; Fumi Kato; Hiroko Yamashita; Motoi Baba; Yi Cui; Ruijiang Li; Noriko Oyama-Manabe; Hiroki Shirato
Journal:  J Digit Imaging       Date:  2017-04       Impact factor: 4.056

4.  Factors Associated with Mammographic Density in Postmenopausal Women.

Authors:  Emel Kiyak Caglayan; Kasim Caglayan; Ismet Alkis; Ergin Arslan; Aylin Okur; Oktay Banli; Yaprak Engin-Ustün
Journal:  J Menopausal Med       Date:  2015-08-28

5.  Area and volumetric density estimation in processed full-field digital mammograms for risk assessment of breast cancer.

Authors:  Abbas Cheddad; Kamila Czene; Mikael Eriksson; Jingmei Li; Douglas Easton; Per Hall; Keith Humphreys
Journal:  PLoS One       Date:  2014-10-20       Impact factor: 3.240

Review 6.  Imaging Breast Density: Established and Emerging Modalities.

Authors:  Jeon-Hor Chen; Gultekin Gulsen; Min-Ying Su
Journal:  Transl Oncol       Date:  2015-12       Impact factor: 4.243

7.  Measuring mammographic density: comparing a fully automated volumetric assessment versus European radiologists' qualitative classification.

Authors:  Hanna Sartor; Kristina Lång; Aldana Rosso; Signe Borgquist; Sophia Zackrisson; Pontus Timberg
Journal:  Eur Radiol       Date:  2016-03-24       Impact factor: 5.315

8.  Comparison of Qualitative and Volumetric Assessments of Breast Density and Analyses of Breast Compression Parameters and Breast Volume of Women in Bahcesehir Mammography Screening Project.

Authors:  Ayşegül Akdoğan Gemici; Erkin Arıbal; Ayşe Nilüfer Özaydın; Sibel Özkan Gürdal; Beyza Özçınar; Neslihan Cabioğlu; Vahit Özmen
Journal:  Eur J Breast Health       Date:  2020-04-01

9.  Comparing Visually Assessed BI-RADS Breast Density and Automated Volumetric Breast Density Software: A Cross-Sectional Study in a Breast Cancer Screening Setting.

Authors:  Daniëlle van der Waal; Gerard J den Heeten; Ruud M Pijnappel; Klaas H Schuur; Johanna M H Timmers; André L M Verbeek; Mireille J M Broeders
Journal:  PLoS One       Date:  2015-09-03       Impact factor: 3.240

10.  Mammographic Breast Density Evaluation in Korean Women Using Fully Automated Volumetric Assessment.

Authors:  Inyoung Youn; SeonHyeong Choi; Shin Ho Kook; Yoon Jung Choi
Journal:  J Korean Med Sci       Date:  2016-02-23       Impact factor: 2.153

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