{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,18]],"date-time":"2025-10-18T20:48:08Z","timestamp":1760820488788},"publisher-location":"Berlin, Heidelberg","reference-count":10,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642334177"},{"type":"electronic","value":"9783642334184"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-33418-4_47","type":"book-chapter","created":{"date-parts":[[2012,9,21]],"date-time":"2012-09-21T17:20:18Z","timestamp":1348248018000},"page":"379-386","source":"Crossref","is-referenced-by-count":4,"title":["Hierarchical Conditional Random Fields for Detection of Gad-Enhancing Lesions in Multiple Sclerosis"],"prefix":"10.1007","author":[{"given":"Zahra","family":"Karimaghaloo","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Douglas L.","family":"Arnold","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"D. Louis","family":"Collins","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tal","family":"Arbel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"6","key":"47_CR1","doi-asserted-by":"publisher","first-page":"1181","DOI":"10.1109\/TMI.2012.2186639","volume":"31","author":"Z. Karimaghaloo","year":"2012","unstructured":"Karimaghaloo, Z., Shah, M., Francis, S., Arnold, D.L., Collins, D.L., Arbel, T.: Automatic detection of Gadolinium-enhancing multiple sclerosis lesions in brain MRI using conditional random fields. IEEE Trans. Med. Imag.\u00a031(6), 1181\u20131194 (2012)","journal-title":"IEEE Trans. Med. Imag."},{"key":"47_CR2","first-page":"705","volume":"18","author":"Y. Miki","year":"1997","unstructured":"Miki, Y., Grossman, R., Udupa, J., Samarasekera, S., Buchem, M., Cooney, B., Kolson, D., Constantinescu, C., Pollack, S., Polansky, M., Mannon, L.: Computer-assisted quantitation of enhancing lesions in multiple sclerosis: correlation with clinical classification. Am. J. Neuroradiol.\u00a018, 705\u2013710 (1997)","journal-title":"Am. J. Neuroradiol."},{"key":"47_CR3","doi-asserted-by":"publisher","first-page":"935","DOI":"10.1002\/mrm.1910390611","volume":"39","author":"B. Bedell","year":"1998","unstructured":"Bedell, B., Narayana, P.: Automatic segmentation of Gadolinium-enhanced multiple sclerosis lesions. Magn. Reson. Med.\u00a039, 935\u2013940 (1998)","journal-title":"Magn. Reson. Med."},{"key":"47_CR4","doi-asserted-by":"publisher","first-page":"1536","DOI":"10.1118\/1.1487422","volume":"29","author":"R. He","year":"2002","unstructured":"He, R., Narayana, P.: Automatic delineation of Gd enhancements on magnetic resonance images in multiple sclerosis. Med. Phys.\u00a029, 1536\u20131546 (2002)","journal-title":"Med. Phys."},{"key":"47_CR5","doi-asserted-by":"publisher","first-page":"932","DOI":"10.1002\/jmri.20896","volume":"25","author":"S. Datta","year":"2007","unstructured":"Datta, S., Sajja, R., He, R., Gupta, K., Wolinsky, S., Narayana, A.: Segmentation of gadolinium-enhanced lesions on MRI in multiple sclerosis. J. Magn. Reson. Imaging\u00a025, 932\u2013937 (2007)","journal-title":"J. Magn. Reson. Imaging"},{"key":"47_CR6","doi-asserted-by":"crossref","unstructured":"Kohli, P., Ladicky, L., Torr, P.: Robust higher order potentials for enforcing label consistency. Int. J. Comput. Vision, 302\u2013324 (2009)","DOI":"10.1007\/s11263-008-0202-0"},{"key":"47_CR7","unstructured":"Lafferty, J., McCallum, A., Pereira, F.: Conditional random fields: probabilistic models for segmenting and labeling sequence data. In: CML, pp. 282\u2013289 (2001)"},{"key":"47_CR8","doi-asserted-by":"crossref","unstructured":"Sutton, C., McCallum, A.: Piecewise pseudo-likelihood for efficient training of conditional random fields. In: ICML, pp. 863\u2013870 (2007)","DOI":"10.1145\/1273496.1273605"},{"key":"47_CR9","doi-asserted-by":"crossref","unstructured":"Boykov, Y., Kolmogorov, V.: An experimental comparison of min- cut\/max-flow algorithms for energy minimization in vision. IEEE T. Pattern Anal., 1124\u20131137 (2004)","DOI":"10.1109\/TPAMI.2004.60"},{"key":"47_CR10","doi-asserted-by":"publisher","first-page":"1072","DOI":"10.1002\/(SICI)1522-2594(199912)42:6<1072::AID-MRM11>3.0.CO;2-M","volume":"42","author":"L. Nyul","year":"1999","unstructured":"Nyul, L., Udupa, J.: On standardizing the MR image intensity scale. Magn. Reson. Med.\u00a042, 1072\u20131081 (1999)","journal-title":"Magn. Reson. Med."}],"container-title":["Lecture Notes in Computer Science","Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2012"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-33418-4_47.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,4]],"date-time":"2021-05-04T12:08:47Z","timestamp":1620130127000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-33418-4_47"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642334177","9783642334184"],"references-count":10,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-33418-4_47","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}