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Proceedings Paper

A comparison study of textural features between FFDM and film mammogram images
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Paper Abstract

In this work, we conducted an imaging study to make a direct, quantitative comparison of image features measured by film and full-field digital mammography (FFDM). We acquired images of cadaver breast specimens containing simulated microcalcifications using both a GE digital mammography system and a screen-film system. To quantify the image features, we calculated and compared a set of 12 texture features derived from spatial gray-level dependence matrices. Our results demonstrate that there is a great degree of agreement between film and FFDM, with the correlation coefficient of the feature vector (formed by the 12 textural features) being 0.9569 between the two; in addition, a paired sign test reveals no significant difference between film and FFDM features. These results indicate that textural features may be interchangeable between film and FFDM for CAD algorithms.

Paper Details

Date Published: 8 March 2011
PDF: 6 pages
Proc. SPIE 7963, Medical Imaging 2011: Computer-Aided Diagnosis, 79631M (8 March 2011); doi: 10.1117/12.877577
Show Author Affiliations
Hao Jing, Illinois Institute of Technology (United States)
Yongyi Yang, Illinois Institute of Technology (United States)
Miles N. Wernick, Illinois Institute of Technology (United States)
Laura M. Yarusso, The Univ. of Chicago (United States)
Robert M. Nishikawa, The Univ. of Chicago (United States)

Published in SPIE Proceedings Vol. 7963:
Medical Imaging 2011: Computer-Aided Diagnosis
Ronald M. Summers M.D.; Bram van Ginneken, Editor(s)

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