{"conference":{"name":"ICIP: International Conference on Image Processing","start_date":"2005-09-11","location":"Genova, Italy","end_date":"2005-09-14"},"scopus_import":"1","publication_status":"published","type":"conference","page":"1279-1282","publication":"IEEE International Conference on Image Processing","month":"09","language":[{"iso":"eng"}],"year":"2005","date_created":"2024-10-15T11:20:54Z","date_updated":"2024-11-12T08:22:13Z","abstract":[{"lang":"eng","text":"We pose the problem of tissue classification in MRI as a blind source separation (BSS) problem and solve it by means of sparse component analysis (SCA). Assuming that most MR images can be sparsely represented, we consider their optimal sparse representation. Sparse components define a physically-meaningful feature space for classification. We demonstrate our approach on simulated and real multi-contrast MRI data. The proposed framework is general in that it is applicable to other modalities of medical imaging as well, whenever the linear mixing model is applicable."}],"volume":2,"title":"\"Unmixing\" tissues: Sparse component analysis in multi-contrast MRI","extern":"1","date_published":"2005-09-15T00:00:00Z","publisher":"IEEE","day":"15","intvolume":"         2","oa_version":"None","citation":{"apa":"Bronstein, A. M., Bronstein, M. M., Zibulevsky, M., &#38; Zeevi, Y. Y. (2005). “Unmixing” tissues: Sparse component analysis in multi-contrast MRI. In <i>IEEE International Conference on Image Processing</i> (Vol. 2, pp. 1279–1282). Genova, Italy: IEEE. <a href=\"https://doi.org/10.1109/icip.2005.1530297\">https://doi.org/10.1109/icip.2005.1530297</a>","ieee":"A. M. Bronstein, M. M. Bronstein, M. Zibulevsky, and Y. Y. Zeevi, “‘Unmixing’ tissues: Sparse component analysis in multi-contrast MRI,” in <i>IEEE International Conference on Image Processing</i>, Genova, Italy, 2005, vol. 2, pp. 1279–1282.","ista":"Bronstein AM, Bronstein MM, Zibulevsky M, Zeevi YY. 2005. ‘Unmixing’ tissues: Sparse component analysis in multi-contrast MRI. IEEE International Conference on Image Processing. ICIP: International Conference on Image Processing vol. 2, 1279–1282.","ama":"Bronstein AM, Bronstein MM, Zibulevsky M, Zeevi YY. “Unmixing” tissues: Sparse component analysis in multi-contrast MRI. In: <i>IEEE International Conference on Image Processing</i>. Vol 2. IEEE; 2005:1279-1282. doi:<a href=\"https://doi.org/10.1109/icip.2005.1530297\">10.1109/icip.2005.1530297</a>","short":"A.M. Bronstein, M.M. Bronstein, M. Zibulevsky, Y.Y. Zeevi, in:, IEEE International Conference on Image Processing, IEEE, 2005, pp. 1279–1282.","chicago":"Bronstein, Alex M., M.M. Bronstein, M. Zibulevsky, and Y.Y. Zeevi. “‘Unmixing’ Tissues: Sparse Component Analysis in Multi-Contrast MRI.” In <i>IEEE International Conference on Image Processing</i>, 2:1279–82. IEEE, 2005. <a href=\"https://doi.org/10.1109/icip.2005.1530297\">https://doi.org/10.1109/icip.2005.1530297</a>.","mla":"Bronstein, Alex M., et al. “‘Unmixing’ Tissues: Sparse Component Analysis in Multi-Contrast MRI.” <i>IEEE International Conference on Image Processing</i>, vol. 2, IEEE, 2005, pp. 1279–82, doi:<a href=\"https://doi.org/10.1109/icip.2005.1530297\">10.1109/icip.2005.1530297</a>."},"article_processing_charge":"No","quality_controlled":"1","_id":"18398","status":"public","user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","publication_identifier":{"isbn":["0780391349"]},"doi":"10.1109/icip.2005.1530297","author":[{"first_name":"Alexander","last_name":"Bronstein","full_name":"Bronstein, Alexander","orcid":"0000-0001-9699-8730","id":"58f3726e-7cba-11ef-ad8b-e6e8cb3904e6"},{"full_name":"Bronstein, M.M.","last_name":"Bronstein","first_name":"M.M."},{"full_name":"Zibulevsky, M.","last_name":"Zibulevsky","first_name":"M."},{"first_name":"Y.Y.","last_name":"Zeevi","full_name":"Zeevi, Y.Y."}]}