{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,9]],"date-time":"2025-04-09T00:46:29Z","timestamp":1744159589985},"publisher-location":"Berlin, Heidelberg","reference-count":23,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642388675"},{"type":"electronic","value":"9783642388682"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-38868-2_15","type":"book-chapter","created":{"date-parts":[[2013,6,25]],"date-time":"2013-06-25T08:19:41Z","timestamp":1372148381000},"page":"171-183","source":"Crossref","is-referenced-by-count":8,"title":["Geometric Tree Kernels: Classification of COPD from Airway Tree Geometry"],"prefix":"10.1007","author":[{"given":"Aasa","family":"Feragen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jens","family":"Petersen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dominik","family":"Grimm","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Asger","family":"Dirksen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jesper Holst","family":"Pedersen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Karsten","family":"Borgwardt","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marleen","family":"de Bruijne","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"15_CR1","doi-asserted-by":"crossref","unstructured":"Bach, F.R.: Graph kernels between point clouds. In: ICML, pp. 25\u201332 (2008)","DOI":"10.1145\/1390156.1390160"},{"key":"15_CR2","unstructured":"Bishop, C.M.: Pattern Recognition and Machine Learning. Springer (2006)"},{"key":"15_CR3","unstructured":"Borgwardt, K.M., Kriegel, H.-P.: Shortest-path kernels on graphs. In: ICDM (2005)"},{"key":"15_CR4","doi-asserted-by":"crossref","unstructured":"Chang, C.-C., Lin, C.-J.: LIBSVM: A library for support vector machines. ACM Trans.\u00a0Int.\u00a0Syst.\u00a0and Tech. 2, 27:1\u201327:27 (2011), Software available at \n                    \n                      http:\/\/www.csie.ntu.edu.tw\/~cjlin\/libsvm","DOI":"10.1145\/1961189.1961199"},{"key":"15_CR5","first-page":"1035","volume":"5","author":"C. Cortes","year":"2004","unstructured":"Cortes, C., Haffner, P., Mohri, M.: Rational kernels: Theory and algorithms. JMLR\u00a05, 1035\u20131062 (2004)","journal-title":"JMLR"},{"key":"15_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"89","DOI":"10.1007\/978-3-642-34166-3_10","volume-title":"Structural, Syntactic, and Statistical Pattern Recognition","author":"A. Feragen","year":"2012","unstructured":"Feragen, A.: Complexity of computing distances between geometric trees. In: Gimel\u2019farb, G., Hancock, E., Imiya, A., Kuijper, A., Kudo, M., Omachi, S., Windeatt, T., Yamada, K. (eds.) SSPR & SPR 2012. LNCS, vol.\u00a07626, pp. 89\u201397. Springer, Heidelberg (2012)"},{"key":"15_CR7","doi-asserted-by":"crossref","unstructured":"Feragen, A., Hauberg, S., Nielsen, M., Lauze, F.: Means in spaces of tree-like shapes. In: ICCV (2011)","DOI":"10.1109\/ICCV.2011.6126311"},{"key":"15_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"147","DOI":"10.1007\/978-3-642-33454-2_19","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2012","author":"A. Feragen","year":"2012","unstructured":"Feragen, A., Petersen, J., Owen, M., Lo, P., Thomsen, L.H., Wille, M.M.W., Dirksen, A., de Bruijne, M.: A hierarchical scheme for geodesic anatomical labeling of airway trees. In: Ayache, N., Delingette, H., Golland, P., Mori, K. (eds.) MICCAI 2012, Part III. LNCS, vol.\u00a07512, pp. 147\u2013155. Springer, Heidelberg (2012)"},{"key":"15_CR9","first-page":"723","volume":"13","author":"A. Gretton","year":"2012","unstructured":"Gretton, A., Borgwardt, K.M., Rasch, M.J., Sch\u00f6lkopf, B., Smola, A.J.: A kernel two-sample test. JMLR\u00a013, 723\u2013773 (2012)","journal-title":"JMLR"},{"issue":"1","key":"15_CR10","doi-asserted-by":"publisher","first-page":"34","DOI":"10.1148\/radiol.12111270","volume":"265","author":"M. Hackx","year":"2012","unstructured":"Hackx, M., Bankier, A.A., Genevois, P.A.: Chronic Obstructive Pulmonary Disease: CT quantification of airways disease. Radiology\u00a0265(1), 34\u201348 (2012)","journal-title":"Radiology"},{"issue":"12","key":"15_CR11","doi-asserted-by":"publisher","first-page":"1309","DOI":"10.1164\/rccm.200601-037OC","volume":"173","author":"M. Hasegawa","year":"2006","unstructured":"Hasegawa, M., Nasuhara, Y., Onodera, Y., Makita, H., Nagai, K., Fuke, S.I., Ito, Y., Betsuyaku, T., Nishimura, M.: Airflow Limitation and Airway Dimensions in Chronic Obstructive Pulmonary Disease. Am. J. Respir. Crit. Care Med.\u00a0173(12), 1309\u20131315 (2006)","journal-title":"Am. J. Respir. Crit. Care Med."},{"key":"15_CR12","unstructured":"Haussler, D.: Convolution kernels on discrete structures. Technical report, Department of Computer Science, University of California at Santa Cruz (1999)"},{"key":"15_CR13","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"114","DOI":"10.1007\/978-3-540-45167-9_10","volume-title":"Learning Theory and Kernel Machines","author":"C. Leslie","year":"2003","unstructured":"Leslie, C., Kuang, R.: Fast kernels for inexact string matching. In: Sch\u00f6lkopf, B., Warmuth, M.K. (eds.) COLT\/Kernel 2003. LNCS (LNAI), vol.\u00a02777, pp. 114\u2013128. Springer, Heidelberg (2003)"},{"key":"15_CR14","unstructured":"Lo, P., van Ginneken, B., Reinhardt, J.M., de Bruijne, M.: Extraction of Airways from CT (EXACT\u201909). In: 2.\u00a0Int.\u00a0WS. Pulm.\u00a0Im.\u00a0Anal., pp. 175\u2013189 (2009)"},{"key":"15_CR15","doi-asserted-by":"crossref","unstructured":"Mah\u00e9, P., Ueda, N., Akutsu, T., Perret, J.-L., Vert, J.-P.: Extensions of marginalized graph kernels. In: ICML (2004)","DOI":"10.1145\/1015330.1015446"},{"key":"15_CR16","unstructured":"Miller, E., Owen, M., Provan, J.S.: Averaging metric phylogenetic trees (2012) (Preprint), \n                    \n                      http:\/\/arxiv.org\/abs\/1211.7046"},{"issue":"5","key":"15_CR17","doi-asserted-by":"publisher","first-page":"2716","DOI":"10.1214\/11-AOS915","volume":"39","author":"T.M.W. Nye","year":"2011","unstructured":"Nye, T.M.W.: Principal components analysis in the space of phylogenetic trees. Ann.\u00a0Statist.\u00a039(5), 2716\u20132739 (2011)","journal-title":"Ann.\u00a0Statist."},{"key":"15_CR18","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1007\/978-3-642-22092-0_5","volume-title":"Information Processing in Medical Imaging","author":"J. Petersen","year":"2011","unstructured":"Petersen, J., Nielsen, M., Lo, P., Saghir, Z., Dirksen, A., de Bruijne, M.: Optimal graph based segmentation using flow lines with application to airway wall segmentation. In: Sz\u00e9kely, G., Hahn, H.K. (eds.) IPMI 2011. LNCS, vol.\u00a06801, pp. 49\u201360. Springer, Heidelberg (2011)"},{"key":"15_CR19","first-page":"2539","volume":"12","author":"N. Shervashidze","year":"2011","unstructured":"Shervashidze, N., Schweitzer, P., van Leeuwen, E.J., Mehlhorn, K., Borgwardt, K.M.: Weisfeiler-Lehman graph kernels. JMLR\u00a012, 2539\u20132561 (2011)","journal-title":"JMLR"},{"key":"15_CR20","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"475","DOI":"10.1007\/978-3-642-22092-0_39","volume-title":"Information Processing in Medical Imaging","author":"L. S\u00f8rensen","year":"2011","unstructured":"S\u00f8rensen, L., Lo, P., Dirksen, A., Petersen, J., de Bruijne, M.: Dissimilarity-based classification of anatomical tree structures. In: Sz\u00e9kely, G., Hahn, H.K. (eds.) IPMI 2011. LNCS, vol.\u00a06801, pp. 475\u2013485. Springer, Heidelberg (2011)"},{"key":"15_CR21","first-page":"1201","volume":"11","author":"S.V.N. Vishwanathan","year":"2010","unstructured":"Vishwanathan, S.V.N., Schraudolph, N.N., Kondor, R.I., Borgwardt, K.M.: Graph kernels. JMLR\u00a011, 1201\u20131242 (2010)","journal-title":"JMLR"},{"key":"15_CR22","unstructured":"Vishwanathan, S.V.N., Smola, A.J.: Fast kernels for string and tree matching. In: NIPS, pp. 569\u2013576 (2002)"},{"issue":"1","key":"15_CR23","doi-asserted-by":"publisher","first-page":"185","DOI":"10.1152\/japplphysiol.00216.2009","volume":"107","author":"G.R. Washko","year":"2009","unstructured":"Washko, G.R., Dransfield, T., Estepar, R.S.J., Diaz, A., Matsuoka, S., Yamashiro, T., Hatabu, H., Silverman, E.K., Bailey, W.C., Reilly, J.J.: Airway wall attenuation: a biomarker of airway disease in subjects with COPD. J.\u00a0Appl.\u00a0Phys.\u00a0107(1), 185\u2013191 (2009)","journal-title":"J.\u00a0Appl.\u00a0Phys."}],"container-title":["Lecture Notes in Computer Science","Information Processing in Medical Imaging"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-38868-2_15","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,14]],"date-time":"2019-05-14T13:54:02Z","timestamp":1557842042000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-38868-2_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642388675","9783642388682"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-38868-2_15","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2013]]}}}