Method for classifying breast tissue density

作者: Hui Luo , Lynn M. Fletcher-Heath , Lori L. Barski

DOI:

关键词:

摘要: A method for classifying tissue density of a breast includes obtaining mammography image data and segmenting the to identify region representing tissue. plurality regions within are identified features therefrom. computed from regions. The is classified using features.

参考文章(11)
Marco Bucci, Daoxian H. Zhang, Patrick B. Heffernan, Zhimin Huo, Digital mammography system with improved workflow ,(2007)
S. Petroudi, T. Kadir, M. Brady, Automatic classification of mammographic parenchymal patterns: a statistical approach international conference of the ieee engineering in medicine and biology society. ,vol. 1, pp. 798- 801 ,(2003) , 10.1109/IEMBS.2003.1279885
Carl J. Vyborny, Zhimin Huo, Maryellen L. Giger, Method and system for risk-modulated diagnosis of disease ,(2003)
Robert P. Velthuizen, John J. Heine, Jerry Alan Thomas, Breast cancer risk analysis and computer-aided diagnosis ,(2002)
Hui Li, Maryellen L. Giger, Zhimin Huo, Olufunmilayo I. Olopade, Li Lan, Barbara L. Weber, Ioana Bonta, Computerized analysis of mammographic parenchymal patterns for assessing breast cancer risk: Effect of ROI size and location Medical Physics. ,vol. 31, pp. 549- 555 ,(2004) , 10.1118/1.1644514
Chuan Zhou, Heang-Ping Chan, Nicholas Petrick, Mark A. Helvie, Mitchell M. Goodsitt, Berkman Sahiner, Lubomir M. Hadjiiski, Computerized image analysis: estimation of breast density on mammograms. Medical Physics. ,vol. 28, pp. 1056- 1069 ,(2001) , 10.1118/1.1376640
P.K. Saha, J.K. Udupa, E.F. Conant, D.P. Chakraborty, D. Sullivan, Breast tissue density quantification via digitized mammograms IEEE Transactions on Medical Imaging. ,vol. 20, pp. 792- 803 ,(2001) , 10.1109/42.938247