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Correlation of lesions from multiple images for CAD

Publication ,  Conference
Wen, HH; Giger, ML; Horsch, K; Hendrick, RE; Vyborny, CJ; Lan, L
Published in: Proceedings of SPIE - The International Society for Optical Engineering
October 27, 2004

The object of this research is to investigate a method for determining whether two different imaged presentations of a lesion actually represent the same abnormality. Tasks of this kind are expected to arise in numerous applications, including when interpreting multi-view mammograms or multi-modal images for breast cancer diagnosis and when comparing breast images in longitudinal studies for evaluation of disease prognosis or treatment outcome. Currently, we consider the above-stated discrimination task in two-view breast sonography. We are studying image-based feature(s) and are developing general correlation formulation that uses the identified feature(s). By using a database of 262 actual breast lesions we have obtained promising initial results that yield an Az value of 0.82 in the task of distinguishing between corresponding lesion pairs and non-corresponding lesion pairs.

Duke Scholars

Published In

Proceedings of SPIE - The International Society for Optical Engineering

DOI

ISSN

0277-786X

Publication Date

October 27, 2004

Volume

5370 I

Start / End Page

93 / 96
 

Citation

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Wen, H. H., Giger, M. L., Horsch, K., Hendrick, R. E., Vyborny, C. J., & Lan, L. (2004). Correlation of lesions from multiple images for CAD. In Proceedings of SPIE - The International Society for Optical Engineering (Vol. 5370 I, pp. 93–96). https://doi.org/10.1117/12.535750
Wen, H. H., M. L. Giger, K. Horsch, R. E. Hendrick, C. J. Vyborny, and L. Lan. “Correlation of lesions from multiple images for CAD.” In Proceedings of SPIE - The International Society for Optical Engineering, 5370 I:93–96, 2004. https://doi.org/10.1117/12.535750.
Wen HH, Giger ML, Horsch K, Hendrick RE, Vyborny CJ, Lan L. Correlation of lesions from multiple images for CAD. In: Proceedings of SPIE - The International Society for Optical Engineering. 2004. p. 93–6.
Wen, H. H., et al. “Correlation of lesions from multiple images for CAD.” Proceedings of SPIE - The International Society for Optical Engineering, vol. 5370 I, 2004, pp. 93–96. Scopus, doi:10.1117/12.535750.
Wen HH, Giger ML, Horsch K, Hendrick RE, Vyborny CJ, Lan L. Correlation of lesions from multiple images for CAD. Proceedings of SPIE - The International Society for Optical Engineering. 2004. p. 93–96.

Published In

Proceedings of SPIE - The International Society for Optical Engineering

DOI

ISSN

0277-786X

Publication Date

October 27, 2004

Volume

5370 I

Start / End Page

93 / 96