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Proceedings Paper

Assessment of breast lesions on stereoscopic and monoscopic digital specimen mammograms: an ROC study
Author(s): Heang-Ping Chan; Mitch M. Goodsitt; Mark A. Helvie; Lubomir M. Hadjiiski; Justin T. Lydick; Marilyn A. Roubidoux; Janet E. Bailey; Alexis Nees; Caroline E. Blane; Joseph Shen; Michelle Foster; Berkman Sahiner
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Paper Abstract

An ROC study was conducted to evaluate the usefulness of assessing breast lesion characteristics with stereomammography. Stereoscopic image pairs of 158 breast biopsy tissue specimens were acquired with a GE digital mammography system. Two stereo image pairs were taken at 1.8X magnification geometry and at approximately orthogonal orientations for each specimen. Display software was developed for a high resolution MegaScan CRT monitor driven by a DOME stereo display board. The specimens contained either a mass, microcalcifications, both, or normal tissue. About 40% of the specimens were found to contain malignancy by pathological analysis. Five MQSA radiologists participated in the observer performance experiment. The two views of each specimen were read independently and were separated by a large number of other specimen images to reduce any effects of memorization. Each observer read 316 specimen images in a systematically randomized order. The observer first read the monoscopic image and entered his/her assessment in terms of the confidence ratings on the presence of microcalcifications and/or masses, margin clearance, BI-RADS assessment, and the likelihood of malignancy. The corresponding stereoscopic images were then displayed on the same monitor and were viewed through stereoscopic LCD glasses. The observer was free to change the ratings in every category after stereoscopic reading. The ratings of the observers were analyzed by ROC methodology. For the 5 MQSA radiologists, the average Az value for estimation of the likelihood of malignancy of the lesions improved from 0.70 for monoscopic viewing to 0.72 (p<0.05) after stereoscopic viewing, and the average Az value for the presence of microcalcifications improved from 0.94 to 0.95 (p<0.05). The Az value for the presence of masses improved from 0.80 to 0.82 after stereoscopic viewing, but the difference fell short of statistical significance (p=0.08). The visual assessment of margin clearance was found to have very low correlation with pathological analysis. This study demonstrates the potential of using stereomammography to improve the detection and characterization of mammographic lesions.

Paper Details

Date Published: 6 May 2004
PDF: 5 pages
Proc. SPIE 5368, Medical Imaging 2004: Physics of Medical Imaging, (6 May 2004); doi: 10.1117/12.535998
Show Author Affiliations
Heang-Ping Chan, Univ. of Michigan (United States)
Mitch M. Goodsitt, Univ. of Michigan (United States)
Mark A. Helvie, Univ. of Michigan (United States)
Lubomir M. Hadjiiski, Univ. of Michigan (United States)
Justin T. Lydick, Univ. of Michigan (United States)
Marilyn A. Roubidoux, Univ. of Michigan (United States)
Janet E. Bailey, Univ. of Michigan (United States)
Alexis Nees, Univ. of Michigan (United States)
Caroline E. Blane, Univ. of Michigan (United States)
Joseph Shen, Univ. of Michigan (United States)
Michelle Foster, Univ. of Michigan (United States)
Berkman Sahiner, Univ. of Michigan (United States)


Published in SPIE Proceedings Vol. 5368:
Medical Imaging 2004: Physics of Medical Imaging
Martin J. Yaffe; Michael J. Flynn, Editor(s)

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