On the impact of local image texture parameters on search and localization in digital breast imaging
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Nisbett, WH; Kavuri, A; Fredette, NR; Das, M
Published in: Progress in Biomedical Optics and Imaging - Proceedings of SPIE
January 1, 2017
Understanding factors that influence search and localization of signals in tomographic breast imaging can allow for the development of efficient system design and image displays. Several acquisition, reconstruction and display parameters are known to influence signal (mass or microcalcification) detection. In this abstract we examine variation in relevant image texture features with respect to digital breast tomosynthesis (DBT) acquisition parameters. We shall relate the impact of these changes in detection via correlations against results obtained from human observer localization ROC (LROC) studies. Our methods included calculation and analysis of these texture features at randomly sampled ROIs in select image sets.
Duke Scholars
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Progress in Biomedical Optics and Imaging - Proceedings of SPIE
DOI
ISSN
1605-7422
Publication Date
January 1, 2017
Volume
10136
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Nisbett, W. H., Kavuri, A., Fredette, N. R., & Das, M. (2017). On the impact of local image texture parameters on search and localization in digital breast imaging. In Progress in Biomedical Optics and Imaging - Proceedings of SPIE (Vol. 10136). https://doi.org/10.1117/12.2256113
Nisbett, W. H., A. Kavuri, N. R. Fredette, and M. Das. “On the impact of local image texture parameters on search and localization in digital breast imaging.” In Progress in Biomedical Optics and Imaging - Proceedings of SPIE, Vol. 10136, 2017. https://doi.org/10.1117/12.2256113.
Nisbett WH, Kavuri A, Fredette NR, Das M. On the impact of local image texture parameters on search and localization in digital breast imaging. In: Progress in Biomedical Optics and Imaging - Proceedings of SPIE. 2017.
Nisbett, W. H., et al. “On the impact of local image texture parameters on search and localization in digital breast imaging.” Progress in Biomedical Optics and Imaging - Proceedings of SPIE, vol. 10136, 2017. Scopus, doi:10.1117/12.2256113.
Nisbett WH, Kavuri A, Fredette NR, Das M. On the impact of local image texture parameters on search and localization in digital breast imaging. Progress in Biomedical Optics and Imaging - Proceedings of SPIE. 2017.
Published In
Progress in Biomedical Optics and Imaging - Proceedings of SPIE
DOI
ISSN
1605-7422
Publication Date
January 1, 2017
Volume
10136