ICA-guided delineation of breast cancer pathology
A. Eguizabal, A.M. Laughney, P.B. Garcia-Allende, V. Krishnaswamy, W.A. Wells, K.D. Paulsen, B.W. Pogue, J.M. Lopez-Higuera, O.M. Conde, in: IEEE 9th International Symposium on Biomedical Imaging, Barcelona, Spain, 2012.
Download
No fulltext has been uploaded.
Conference Paper
Author
Eguizabal, Alma;
Laughney, Ashley M.;
Garcia-Allende, P. Beatriz;
Krishnaswamy, Venkataramanan;
Wells, Wendy A.;
Paulsen, Keith D.;
Pogue, Brian W.;
Lopez-Higuera, Jose M.;
Conde, Olga M.
Department
Abstract
A surgeon-guided independent component analysis from optical reflectance measurements is proposed for breast tumor delineation. Independent Component Analysis is first applied to extract the most relevant features from local measures of broadband reflectance and then a tumor probability indicator is obtained and provided utilizing surgeon assistance to resolve the inherent ambiguities in the independent component calculation. A set of 29 breast tissue samples have been diagnosed achieving a sensitivity of 90.57%, and specificity of 93.98%.
Publishing Year
Proceedings Title
IEEE 9th International Symposium on Biomedical Imaging
LibreCat-ID
Cite this
Eguizabal A, Laughney AM, Garcia-Allende PB, et al. ICA-guided delineation of breast cancer pathology. In: IEEE 9th International Symposium on Biomedical Imaging. ; 2012.
Eguizabal, A., Laughney, A. M., Garcia-Allende, P. B., Krishnaswamy, V., Wells, W. A., Paulsen, K. D., Pogue, B. W., Lopez-Higuera, J. M., & Conde, O. M. (2012). ICA-guided delineation of breast cancer pathology. IEEE 9th International Symposium on Biomedical Imaging.
@inproceedings{Eguizabal_Laughney_Garcia-Allende_Krishnaswamy_Wells_Paulsen_Pogue_Lopez-Higuera_Conde_2012, place={Barcelona, Spain}, title={ICA-guided delineation of breast cancer pathology}, booktitle={IEEE 9th International Symposium on Biomedical Imaging}, author={Eguizabal, Alma and Laughney, Ashley M. and Garcia-Allende, P. Beatriz and Krishnaswamy, Venkataramanan and Wells, Wendy A. and Paulsen, Keith D. and Pogue, Brian W. and Lopez-Higuera, Jose M. and Conde, Olga M.}, year={2012} }
Eguizabal, Alma, Ashley M. Laughney, P. Beatriz Garcia-Allende, Venkataramanan Krishnaswamy, Wendy A. Wells, Keith D. Paulsen, Brian W. Pogue, Jose M. Lopez-Higuera, and Olga M. Conde. “ICA-Guided Delineation of Breast Cancer Pathology.” In IEEE 9th International Symposium on Biomedical Imaging. Barcelona, Spain, 2012.
A. Eguizabal et al., “ICA-guided delineation of breast cancer pathology,” 2012.
Eguizabal, Alma, et al. “ICA-Guided Delineation of Breast Cancer Pathology.” IEEE 9th International Symposium on Biomedical Imaging, 2012.
Google Scholar