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Comparative performance of multiview stereoscopic and mammographic display modalities for breast lesion detection.

Publication ,  Journal Article
Webb, LJ; Samei, E; Lo, JY; Baker, JA; Ghate, SV; Kim, C; Soo, MS; Walsh, R
Published in: Med Phys
April 2011

PURPOSE: Mammography is known to be one of the most difficult radiographic exams to interpret. Mammography has important limitations, including the superposition of normal tissue that can obscure a mass, chance alignment of normal tissue to mimic a true lesion and the inability to derive volumetric information. It has been shown that stereomammography can overcome these deficiencies by showing that layers of normal tissue lay at different depths. If standard stereomammography (i.e., a single stereoscopic pair consisting of two projection images) can significantly improve lesion detection, how will multiview stereoscopy (MVS), where many projection images are used, compare to mammography? The aim of this study was to assess the relative performance of MVS compared to mammography for breast mass detection. METHODS: The MVS image sets consisted of the 25 raw projection images acquired over an arc of approximately 45 degrees using a Siemens prototype breast tomosynthesis system. The mammograms were acquired using a commercial Siemens FFDM system. The raw data were taken from both of these systems for 27 cases and realistic simulated mass lesions were added to duplicates of the 27 images at the same local contrast. The images with lesions (27 mammography and 27 MVS) and the images without lesions (27 mammography and 27 MVS) were then postprocessed to provide comparable and representative image appearance across the two modalities. All 108 image sets were shown to five full-time breast imaging radiologists in random order on a state-of-the-art stereoscopic display. The observers were asked to give a confidence rating for each image (0 for lesion definitely not present, 100 for lesion definitely present). The ratings were then compiled and processed using ROC and variance analysis. RESULTS: The mean AUC for the five observers was 0.614 +/- 0.055 for mammography and 0.778 +/- 0.052 for multiview stereoscopy. The difference of 0.164 +/- 0.065 was statistically significant with a p-value of 0.0148. CONCLUSIONS: The differences in the AUCs and the p-value suggest that multiview stereoscopy has a statistically significant advantage over mammography in the detection of simulated breast masses. This highlights the dominance of anatomical noise compared to quantum noise for breast mass detection. It also shows that significant lesion detection can be achieved with MVS without any of the artifacts associated with tomosynthesis.

Duke Scholars

Published In

Med Phys

DOI

ISSN

0094-2405

Publication Date

April 2011

Volume

38

Issue

4

Start / End Page

1972 / 1980

Location

United States

Related Subject Headings

  • ROC Curve
  • Nuclear Medicine & Medical Imaging
  • Mammography
  • Image Processing, Computer-Assisted
  • Humans
  • Computer Graphics
  • Breast Neoplasms
  • Algorithms
  • 5105 Medical and biological physics
  • 4003 Biomedical engineering
 

Citation

APA
Chicago
ICMJE
MLA
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Webb, L. J., Samei, E., Lo, J. Y., Baker, J. A., Ghate, S. V., Kim, C., … Walsh, R. (2011). Comparative performance of multiview stereoscopic and mammographic display modalities for breast lesion detection. Med Phys, 38(4), 1972–1980. https://doi.org/10.1118/1.3562901
Webb, Lincoln J., Ehsan Samei, Joseph Y. Lo, Jay A. Baker, Sujata V. Ghate, Connie Kim, Mary Scott Soo, and Ruth Walsh. “Comparative performance of multiview stereoscopic and mammographic display modalities for breast lesion detection.Med Phys 38, no. 4 (April 2011): 1972–80. https://doi.org/10.1118/1.3562901.
Webb LJ, Samei E, Lo JY, Baker JA, Ghate SV, Kim C, et al. Comparative performance of multiview stereoscopic and mammographic display modalities for breast lesion detection. Med Phys. 2011 Apr;38(4):1972–80.
Webb, Lincoln J., et al. “Comparative performance of multiview stereoscopic and mammographic display modalities for breast lesion detection.Med Phys, vol. 38, no. 4, Apr. 2011, pp. 1972–80. Pubmed, doi:10.1118/1.3562901.
Webb LJ, Samei E, Lo JY, Baker JA, Ghate SV, Kim C, Soo MS, Walsh R. Comparative performance of multiview stereoscopic and mammographic display modalities for breast lesion detection. Med Phys. 2011 Apr;38(4):1972–1980.

Published In

Med Phys

DOI

ISSN

0094-2405

Publication Date

April 2011

Volume

38

Issue

4

Start / End Page

1972 / 1980

Location

United States

Related Subject Headings

  • ROC Curve
  • Nuclear Medicine & Medical Imaging
  • Mammography
  • Image Processing, Computer-Assisted
  • Humans
  • Computer Graphics
  • Breast Neoplasms
  • Algorithms
  • 5105 Medical and biological physics
  • 4003 Biomedical engineering