{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T17:17:35Z","timestamp":1779383855810,"version":"3.53.1"},"publisher-location":"Berlin, Heidelberg","reference-count":14,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642236259","type":"print"},{"value":"9783642236266","type":"electronic"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011]]},"DOI":"10.1007\/978-3-642-23626-6_20","type":"book-chapter","created":{"date-parts":[[2011,9,20]],"date-time":"2011-09-20T10:18:46Z","timestamp":1316513926000},"page":"158-165","source":"Crossref","is-referenced-by-count":28,"title":["Localization of the Lumbar Discs Using Machine Learning and Exact Probabilistic Inference"],"prefix":"10.1007","author":[{"given":"Ayse Betul","family":"Oktay","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yusuf Sinan","family":"Akgul","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","reference":[{"key":"20_CR1","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/TMI.2010.2047403","volume":"30","author":"R.S. Alomari","year":"2011","unstructured":"Alomari, R.S., Corso, J.J., Chaudhary, V.: Labeling of Lumbar Discs Using Both Pixel- and Object-Level Features With a Two-Level Probabilistic Model. IEEE Trans. Med. Imaging\u00a030, 1\u201310 (2011)","journal-title":"IEEE Trans. Med. Imaging"},{"key":"20_CR2","doi-asserted-by":"crossref","unstructured":"Bhole, C., Kompalli, S., Chaudhary, V.: Context-sensitive Labeling of Spinal Structures in MRI Images. In: SPIE Medical Imaging (2009)","DOI":"10.1117\/12.812191"},{"key":"20_CR3","series-title":"Information Science and Statistics","volume-title":"Pattern Recognition and Machine Learning","author":"C.M. Bishop","year":"2007","unstructured":"Bishop, C.M.: Pattern Recognition and Machine Learning. Information Science and Statistics. Springer, Heidelberg (2007)"},{"key":"20_CR4","doi-asserted-by":"crossref","unstructured":"Bosch, A., Zisserman, A., Munoz, X.: Representing Shape with a Spatial Pyramid Kernel. In: Proceedings of the International Conference on Image and Video Retrieval (2007)","DOI":"10.1145\/1282280.1282340"},{"key":"20_CR5","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1109\/TMI.2003.819929","volume":"23","author":"J. Carballido-Gamio","year":"2004","unstructured":"Carballido-Gamio, J., Belongie, S.J., Majumdar, S.: Normalized Cuts in 3-D for Spinal MRI Segmentation. IEEE Trans. Med. Imaging\u00a023, 36\u201344 (2004)","journal-title":"IEEE Trans. Med. Imaging"},{"key":"20_CR6","doi-asserted-by":"crossref","unstructured":"Dalal, N., Triggs, B.: Histograms of Oriented Gradients for Human Detection. In: International Conference on Computer Vision and Pattern Recognition, vol.\u00a02, pp. 886\u2013893 (June 2005)","DOI":"10.1109\/CVPR.2005.177"},{"key":"20_CR7","unstructured":"Lazebnik, S., Schmid, C., Ponce, J.: Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories. In: IEEE Conference on Computer Vision and Pattern Recognition (2006)"},{"key":"20_CR8","doi-asserted-by":"publisher","first-page":"1465","DOI":"10.1109\/TPAMI.2006.188","volume":"28","author":"V. Lepetit","year":"2006","unstructured":"Lepetit, V., Fua, P.: Keypoint Recognition Using Randomized Trees. IEEE Trans. Pattern Anal. Mach. Intell.\u00a028, 1465\u20131479 (2006)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"20_CR9","unstructured":"Peng, Z., Zhong, J., Wee, W., Huei Lee, J.: Automated Vertebra Detection and Segmentation from the Whole Spine MR Images. In: Conf. Proc. IEEE Engineering in Medicine and Biology Society (2005)"},{"key":"20_CR10","first-page":"185","volume-title":"Advances in Kernel Methods","author":"J.C. Platt","year":"1999","unstructured":"Platt, J.C.: Advances in Kernel Methods, pp. 185\u2013208. MIT Press, Cambridge (1999)"},{"key":"20_CR11","doi-asserted-by":"crossref","unstructured":"Platt, J.C.: Advances in Large Margin Classifiers, pp. 61\u201374 (1999)","DOI":"10.7551\/mitpress\/1113.003.0008"},{"key":"20_CR12","doi-asserted-by":"crossref","unstructured":"Porikli, F.: Integral Histogram: A Fast Way To Extract Histograms in Cartesian Spaces. In: Proc. of IEEE Conference on Computer Vision and Pattern Recognition, pp. 829\u2013836 (2005)","DOI":"10.1109\/CVPR.2005.188"},{"key":"20_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"122","DOI":"10.1007\/978-3-540-73273-0_11","volume-title":"Information Processing in Medical Imaging","author":"S. Schmidt","year":"2007","unstructured":"Schmidt, S., Bergtholdt, M., Dries, S., Schnorr, C.: Spine Detection and Labeling Using a Parts-Based Graphical Model. In: Karssemeijer, N., Lelieveldt, B. (eds.) IPMI 2007. LNCS, vol.\u00a04584, pp. 122\u2013133. Springer, Heidelberg (2007)"},{"issue":"4","key":"20_CR14","doi-asserted-by":"publisher","first-page":"494","DOI":"10.1109\/TMI.2008.2004659","volume":"28","author":"S. Seifert","year":"2009","unstructured":"Seifert, S., Wachter, I., Schmelzle, G., Dillmann, R.: A Knowledge-based Approach to Soft Tissue Reconstruction of the Cervical Spine. IEEE Trans. Med. Imaging\u00a028(4), 494\u2013507 (2009)","journal-title":"IEEE Trans. Med. Imaging"}],"container-title":["Lecture Notes in Computer Science","Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2011"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-23626-6_20","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,11]],"date-time":"2025-03-11T18:16:32Z","timestamp":1741716992000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-23626-6_20"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642236259","9783642236266"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-23626-6_20","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011]]}}}