{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,4]],"date-time":"2025-05-04T12:40:07Z","timestamp":1746362407228,"version":"3.40.4"},"publisher-location":"Cham","reference-count":12,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319104690"},{"type":"electronic","value":"9783319104706"}],"license":[{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-10470-6_25","type":"book-chapter","created":{"date-parts":[[2014,8,31]],"date-time":"2014-08-31T16:26:25Z","timestamp":1409502385000},"page":"196-203","source":"Crossref","is-referenced-by-count":3,"title":["Large Margin Aggregation of Local Estimates for Medical Image Classification"],"prefix":"10.1007","author":[{"given":"Yang","family":"Song","sequence":"first","affiliation":[]},{"given":"Weidong","family":"Cai","sequence":"additional","affiliation":[]},{"given":"Heng","family":"Huang","sequence":"additional","affiliation":[]},{"given":"Yun","family":"Zhou","sequence":"additional","affiliation":[]},{"given":"David Dagan","family":"Feng","sequence":"additional","affiliation":[]},{"given":"Mei","family":"Chen","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"3","key":"25_CR1","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1016\/j.compmedimag.2011.07.003","volume":"36","author":"A. Depeursinge","year":"2012","unstructured":"Depeursinge, A., Vargas, A., Platon, A., Geissbuhler, A., Poletti, P.A., Muller, H.: Building a reference multimedia database for interstitial lung diseases. Comput. Med. Imaging Graph.\u00a036(3), 227\u2013238 (2012)","journal-title":"Comput. Med. Imaging Graph."},{"key":"25_CR2","doi-asserted-by":"crossref","unstructured":"Dong, J., Xia, W., Chen, Q., Feng, J., Huang, Z., Yan, S.: Subcategory-aware object classification. In: CVPR, pp. 827\u2013834 (2013)","DOI":"10.1109\/CVPR.2013.112"},{"key":"25_CR3","doi-asserted-by":"crossref","unstructured":"Hoai, M., Zisserman, A.: Discriminative sub-categorization. In: CVPR, pp. 1666\u20131673 (2013)","DOI":"10.1109\/CVPR.2013.218"},{"key":"25_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"385","DOI":"10.1007\/978-3-642-33454-2_48","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2012","author":"S. Liao","year":"2012","unstructured":"Liao, S., Gao, Y., Shen, D.: Sparse patch based prostate segmentation in CT images. In: Ayache, N., Delingette, H., Golland, P., Mori, K. (eds.) MICCAI 2012, Part III. LNCS, vol.\u00a07512, pp. 385\u2013392. Springer, Heidelberg (2012)"},{"key":"25_CR5","unstructured":"Liu, J., Ji, S., Ye, J.: SLEP: sparse learning with efficient projections. Arizona State University (2009), http:\/\/www.public.asu.edu\/~jye02\/Software\/SLEP\/"},{"key":"25_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1007\/978-3-642-23626-6_6","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2011","author":"M. Liu","year":"2011","unstructured":"Liu, M., Lu, L., Ye, X., Yu, S., Salganicoff, M.: Sparse classification for computer aided diagnosis using learned dictionaries. In: Fichtinger, G., Martel, A., Peters, T. (eds.) MICCAI 2011, Part III. LNCS, vol.\u00a06893, pp. 41\u201348. Springer, Heidelberg (2011)"},{"issue":"2","key":"25_CR7","doi-asserted-by":"publisher","first-page":"408","DOI":"10.1109\/TMI.2013.2285931","volume":"33","author":"Y. Song","year":"2014","unstructured":"Song, Y., Cai, W., Huang, H., Wang, X., Zhou, Y., Fulham, M., Feng, D.: Lesion detection and characterization with context driven approximation in thoracic FDG PET-CT images of NSCLC studies. IEEE Trans. Med. Imag.\u00a033(2), 408\u2013421 (2014)","journal-title":"IEEE Trans. Med. Imag."},{"issue":"4","key":"25_CR8","doi-asserted-by":"publisher","first-page":"797","DOI":"10.1109\/TMI.2013.2241448","volume":"32","author":"Y. Song","year":"2013","unstructured":"Song, Y., Cai, W., Zhou, Y., Feng, D.: Feature-based image patch approximation for lung tissue classification. IEEE Trans. Med. Imag.\u00a032(4), 797\u2013808 (2013)","journal-title":"IEEE Trans. Med. Imag."},{"key":"25_CR9","doi-asserted-by":"crossref","unstructured":"Wang, H., Nie, F., Huang, H., Risacher, S., Ding, C., Saykin, A.J., Shen, L.: ADNI: Sparse multi-task regression and feature selection to identify brain imaging predictors for memory performance. In: ICCV, pp. 557\u2013562 (2011)","DOI":"10.1109\/ICCV.2011.6126288"},{"key":"25_CR10","first-page":"207","volume":"10","author":"K. Weinberger","year":"2009","unstructured":"Weinberger, K., Saul, L.: Distance metric learning for large margin nearest neighbor classification. Journal of Machine Learning Research\u00a010, 207\u2013244 (2009)","journal-title":"Journal of Machine Learning Research"},{"key":"25_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"468","DOI":"10.1007\/978-3-642-40763-5_58","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2013","author":"Y. Xu","year":"2013","unstructured":"Xu, Y., Gao, X., Lin, S., Wong, D.W.K., Liu, J., Xu, D., Cheng, C., Cheung, C.Y., Wong, T.Y.: Automatic grading of nuclear cataracts from slit-lamp lens images using group sparsity regression. In: Mori, K., Sakuma, I., Sato, Y., Barillot, C., Navab, N. (eds.) MICCAI 2013, Part II. LNCS, vol.\u00a08150, pp. 468\u2013475. Springer, Heidelberg (2013)"},{"issue":"8","key":"25_CR12","doi-asserted-by":"publisher","first-page":"1274","DOI":"10.1109\/TPAMI.2006.172","volume":"28","author":"M. Zhu","year":"2006","unstructured":"Zhu, M., Martinez, A.: Subclass discriminant analysis. IEEE Trans. Pattern Anal. Mach. Intell.\u00a028(8), 1274\u20131286 (2006)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."}],"container-title":["Lecture Notes in Computer Science","Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2014"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-10470-6_25","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,4]],"date-time":"2025-05-04T12:12:03Z","timestamp":1746360723000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-10470-6_25"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319104690","9783319104706"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-10470-6_25","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}