{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T19:58:31Z","timestamp":1725566311231},"publisher-location":"Berlin, Heidelberg","reference-count":13,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642157103"},{"type":"electronic","value":"9783642157110"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-15711-0_6","type":"book-chapter","created":{"date-parts":[[2010,9,20]],"date-time":"2010-09-20T02:11:02Z","timestamp":1284948662000},"page":"41-48","source":"Crossref","is-referenced-by-count":5,"title":["Detection of Gad-Enhancing Lesions in Multiple Sclerosis Using Conditional Random Fields"],"prefix":"10.1007","author":[{"given":"Zahra","family":"Karimaghaloo","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mohak","family":"Shah","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Simon J.","family":"Francis","sequence":"additional","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":[{"key":"6_CR1","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":"6_CR2","first-page":"705","volume":"18","author":"Y. Miki","year":"1997","unstructured":"Miki, Y., Grossman, R., Udupa, J., Samarasekera, S., van Buchem, M., Cooney, B., Pollack, S., Kolson, D., Constantinescu, C., Polansky, M., Manon, L.J.: Computer-Assisted Quantitation of Enhancing Lesions in Multiple Sclerosis: Correlation with Clinical Classification. American Journal of Neuroradiology\u00a018, 705\u2013710 (1997)","journal-title":"American Journal of Neuroradiology"},{"key":"6_CR3","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":"6_CR4","unstructured":"Lafferty, J., McCallum, A., Pereira, F.: Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data. In: 18th Int. Conf. on Machine Learning, pp. 282\u2013289 (2001)"},{"key":"6_CR5","doi-asserted-by":"crossref","unstructured":"Kumar, S., Hebert, M.: Discriminative Random Fields. International Journal of Computer Vision, 179\u2013201 (2006)","DOI":"10.1007\/s11263-006-7007-9"},{"key":"6_CR6","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1007\/11564126_16","volume-title":"Knowledge Discovery in Databases: PKDD 2005","author":"C. Lee","year":"2005","unstructured":"Lee, C., Greiner, R., Schmidt, M.: Support vector random fields for spatial classification. In: Jorge, A.M., Torgo, L., Brazdil, P.B., Camacho, R., Gama, J. (eds.) PKDD 2005. LNCS (LNAI), vol.\u00a03721, pp. 121\u2013132. Springer, Heidelberg (2005)"},{"key":"6_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"359","DOI":"10.1007\/978-3-540-85988-8_43","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2008","author":"C. Lee","year":"2008","unstructured":"Lee, C., Wang, S., Murtha, A., Brown, M., Greiner, R.: Segmenting Brain Tumors Using Pseudo-Conditional Random Fields. In: Metaxas, D., Axel, L., Fichtinger, G., Sz\u00e9kely, G. (eds.) MICCAI 2008, Part I. LNCS, vol.\u00a05241, pp. 359\u2013366. Springer, Heidelberg (2008)"},{"key":"6_CR8","doi-asserted-by":"crossref","unstructured":"Plath, N., Toussaint, M., Nakajima, S.: Multi-class image segmentation using Conditional Random Fields and Global Classification. In: Int. Conf. on Machine Learning (2009)","DOI":"10.1145\/1553374.1553479"},{"key":"6_CR9","series-title":"Lecture Notes in Computer Science","first-page":"467","volume-title":"Advanced Topics in Artificial Intelligence","author":"K. Murphy","year":"1999","unstructured":"Murphy, K., Weiss, Y., Jordan, M.: Loopy Belief Propagation for Approximate Inference: An Empirical Study. In: Foo, N.Y. (ed.) AI 1999. LNCS, vol.\u00a01747, pp. 467\u2013475. Springer, Heidelberg (1999)"},{"key":"6_CR10","doi-asserted-by":"publisher","first-page":"589","DOI":"10.1002\/(SICI)1522-2594(200004)43:4<589::AID-MRM14>3.0.CO;2-2","volume":"43","author":"J. Sled","year":"2000","unstructured":"Sled, J., Pike, B.: Correction for b(1) and b(0) variations in quantitative t(2) measurements using MRI. Mag. Reson. Med.\u00a043, 589\u2013593 (2000)","journal-title":"Mag. Reson. Med."},{"key":"6_CR11","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1002\/hbm.10062","volume":"17","author":"S. Smity","year":"2002","unstructured":"Smity, S.: Fast Robust automated brain extraction. Hum. Brain Mapp.\u00a017, 143\u2013155 (2002)","journal-title":"Hum. Brain Mapp."},{"key":"6_CR12","doi-asserted-by":"publisher","first-page":"192","DOI":"10.1097\/00004728-199403000-00005","volume":"18","author":"D. Collins","year":"1994","unstructured":"Collins, D., Neelin, P., Peters, T., Evans, A.: Automatic 3d intersubject registration of MR volumetric data in standardised Talairach space. Comp. Assisted Tomography\u00a018, 192\u2013205 (1994)","journal-title":"Comp. Assisted Tomography"},{"key":"6_CR13","first-page":"1072","volume":"42","author":"L. Nyul","year":"1999","unstructured":"Nyul, L., Udupa, J.: On standardizing the MR Image Intensity Scale. Comp. Assisted Tomography\u00a042, 1072\u20131081 (1999)","journal-title":"Comp. Assisted Tomography"}],"container-title":["Lecture Notes in Computer Science","Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2010"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-15711-0_6.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,30]],"date-time":"2021-04-30T09:02:57Z","timestamp":1619773377000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-15711-0_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642157103","9783642157110"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-15711-0_6","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2010]]}}}