Estimation of the Average Glandular Dose Using the Mammary Gland Image Analysis in Mammography

Tomoko Otsuka, Atsushi Teramoto, Yasuki Asada, Shoichi Suzuki, Hiroshi Fujita, Satoru Kamiya, Hirofumi Anno

Research output: Contribution to journalArticle

Abstract

Currently, the glandular dose is evaluated quantitatively on the basis of the measured data using phantom, and not in a dose based on the mammary gland structure of an individual patient. However, mammary gland structures of the patients are different from each other and mammary gland dose of an individual patient cannot be obtained by the existing methods. In this study, we present an automated estimation method of mammary gland dose by means of mammary structure which is measured automatically using mammogram. In this method, mammary gland structure is extracted by Gabor filter; mammary region is segmented by the automated thresholding. For the evaluation, mammograms of 100 patients diagnosed with category 1 were collected. Using these mammograms we compared the mammary gland ratio measured by proposed method and visual evaluation. As a result, 78% of the total cases were matched. Furthermore, the mammary gland ratio and average glandular dose among the patients with same breast thickness was matched well. These results show that the proposed method may be useful for the estimation of average glandular dose for the individual patients.

Original languageEnglish
Pages (from-to)389-395
Number of pages7
JournalNihon Hōshasen Gijutsu Gakkai zasshi
Volume72
Issue number5
DOIs
Publication statusPublished - 01-05-2016
Externally publishedYes

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Mammography
Human Mammary Glands
Breast

All Science Journal Classification (ASJC) codes

  • Medicine(all)

Cite this

Otsuka, Tomoko ; Teramoto, Atsushi ; Asada, Yasuki ; Suzuki, Shoichi ; Fujita, Hiroshi ; Kamiya, Satoru ; Anno, Hirofumi. / Estimation of the Average Glandular Dose Using the Mammary Gland Image Analysis in Mammography. In: Nihon Hōshasen Gijutsu Gakkai zasshi. 2016 ; Vol. 72, No. 5. pp. 389-395.
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Estimation of the Average Glandular Dose Using the Mammary Gland Image Analysis in Mammography. / Otsuka, Tomoko; Teramoto, Atsushi; Asada, Yasuki; Suzuki, Shoichi; Fujita, Hiroshi; Kamiya, Satoru; Anno, Hirofumi.

In: Nihon Hōshasen Gijutsu Gakkai zasshi, Vol. 72, No. 5, 01.05.2016, p. 389-395.

Research output: Contribution to journalArticle

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