{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T07:09:01Z","timestamp":1774940941337,"version":"3.50.1"},"publisher-location":"Cham","reference-count":21,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319022666","type":"print"},{"value":"9783319022673","type":"electronic"}],"license":[{"start":{"date-parts":[[2013,1,1]],"date-time":"2013-01-01T00:00:00Z","timestamp":1356998400000},"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":[[2013]]},"DOI":"10.1007\/978-3-319-02267-3_12","type":"book-chapter","created":{"date-parts":[[2013,9,18]],"date-time":"2013-09-18T11:11:00Z","timestamp":1379502660000},"page":"90-97","source":"Crossref","is-referenced-by-count":3,"title":["fMRI Analysis with Sparse Weisfeiler-Lehman Graph Statistics"],"prefix":"10.1007","author":[{"given":"Katerina","family":"Gkirtzou","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jean","family":"Honorio","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dimitris","family":"Samaras","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rita","family":"Goldstein","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Matthew B.","family":"Blaschko","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"12_CR1","doi-asserted-by":"crossref","unstructured":"Demirci, O., Clark, V., Calhoun, V.: A projection pursuit algorithm to classify individuals using fMRI data: Application to schizophrenia. Neuroimage\u00a039 (2008)","DOI":"10.1016\/j.neuroimage.2007.10.012"},{"key":"12_CR2","unstructured":"Wang, X., Hutchinson, R., Mitchell, T.M.: Training fMRI classifiers to discriminate cognitive states across multiple subjects. In: NIPS (2003)"},{"key":"12_CR3","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1023\/B:MACH.0000035475.85309.1b","volume":"57","author":"T.M. Mitchell","year":"2004","unstructured":"Mitchell, T.M., Hutchinson, R., Niculescu, R.S., Pereira, F., Wang, X., Just, M., Newman, S.: Learning to decode cognitive states from brain images. Machine Learning\u00a057, 145\u2013175 (2004)","journal-title":"Machine Learning"},{"key":"12_CR4","doi-asserted-by":"publisher","first-page":"938","DOI":"10.1002\/hbm.21261","volume":"33","author":"A.M. Tahmasebi","year":"2012","unstructured":"Tahmasebi, A.M., Artiges, E., Banaschewski, T., Barker, G.J., Bruehl, R., Bchel, C., Conrod, P.J., Flor, H., Garavan, H., Gallinat, J., Heinz, A., Ittermann, B., Loth, E., Mareckova, K., Martinot, J.L., Poline, J.B., Rietschel, M., Smolka, M.N., et al.: Creating probabilistic maps of the face network in the adolescent brain: A multicentre functional mri study. Human Brain Mapping\u00a033, 938\u2013957 (2012)","journal-title":"Human Brain Mapping"},{"key":"12_CR5","doi-asserted-by":"crossref","unstructured":"Honorio, J., Tomasi, D., Goldstein, R., Leung, H., Samaras, D.: Can a single brain region predict a disorder? IEEE Transactions on Medical Imaging (2012)","DOI":"10.1109\/TMI.2012.2206047"},{"key":"12_CR6","doi-asserted-by":"publisher","first-page":"112","DOI":"10.1016\/j.neuroimage.2008.08.020","volume":"44","author":"M. Carroll","year":"2009","unstructured":"Carroll, M., Cecchi, G., Rish, I., Garg, R., Rao, A.: Prediction and interpretation of distributed neural activity with sparse models. NeuroImage\u00a044, 112\u2013122 (2009)","journal-title":"NeuroImage"},{"key":"12_CR7","doi-asserted-by":"crossref","unstructured":"Gkirtzou, K., Honorio, J., Samaras, D., Goldstein, R., Blaschko, M.B.: fMRI analysis of cocaine addiction using k-support sparsity. In: ISBI (2013)","DOI":"10.1109\/ISBI.2013.6556665"},{"key":"12_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"715","DOI":"10.1007\/978-3-642-33415-3_88","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2012","author":"A. Venkataraman","year":"2012","unstructured":"Venkataraman, A., Kubicki, M., Golland, P.: From brain connectivity models to identifying foci of a neurological disorder. In: Ayache, N., Delingette, H., Golland, P., Mori, K. (eds.) MICCAI 2012, Part I. LNCS, vol.\u00a07510, pp. 715\u2013722. Springer, Heidelberg (2012)"},{"key":"12_CR9","doi-asserted-by":"crossref","unstructured":"Liu, Y., Liang, M., Zhou, Y., He, Y., Hao, Y., Song, M., Yu, C., Liu, H., Liu, Z., Jiang, T.: Disrupted small-world networks in schizophrenia. Brain\u00a0131 (2008)","DOI":"10.1093\/brain\/awn018"},{"key":"12_CR10","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1016\/j.jneumeth.2012.10.012","volume":"212","author":"F. Mokhtari","year":"2013","unstructured":"Mokhtari, F., Hossein-Zadeh, G.A.: Decoding brain states using backward edge elimination and graph kernels in fMRI connectivity networks. Journal of Neuroscience Methods\u00a0212, 259\u2013268 (2013)","journal-title":"Journal of Neuroscience Methods"},{"key":"12_CR11","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1111\/j.1467-9868.2005.00503.x","volume":"67","author":"H. Zou","year":"2005","unstructured":"Zou, H., Hastie, T.: Regularization and variable selection via the elastic net. Journal of the Royal Statistical Society Series B\u00a067, 301\u2013320 (2005)","journal-title":"Journal of the Royal Statistical Society Series B"},{"key":"12_CR12","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":"12_CR13","first-page":"725","volume":"8","author":"K. Grauman","year":"2007","unstructured":"Grauman, K., Darrell, T.: The pyramid match kernel: Efficient learning with sets of features. J. Mach. Learn. Res.\u00a08, 725\u2013760 (2007)","journal-title":"J. Mach. Learn. Res."},{"key":"12_CR14","doi-asserted-by":"publisher","first-page":"9453","DOI":"10.1073\/pnas.0900491106","volume":"106","author":"R. Goldstein","year":"2009","unstructured":"Goldstein, R., Alia-Klein, N., Tomasi, D., Carrillo, J., Maloney, T., Woicik, P., Wang, R., Telang, F., Volkow, N.: Anterior cingulate cortex hypoactivations to an emotionally salient task in cocaine addiction. PNAS\u00a0106, 9453 (2009)","journal-title":"PNAS"},{"key":"12_CR15","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":"12_CR16","doi-asserted-by":"crossref","unstructured":"Sporns, O.: Networks of the Brain. MIT Press (2010)","DOI":"10.7551\/mitpress\/8476.001.0001"},{"key":"12_CR17","doi-asserted-by":"publisher","first-page":"1812","DOI":"10.1016\/j.neuroimage.2010.10.026","volume":"54","author":"C.Y. Wee","year":"2011","unstructured":"Wee, C.Y., Yap, P.T., Li, W., Denny, K., Browndyke, J.N., Potter, G.G., Welsh-Bohmer, K.A., Wang, L., Shen, D.: Enriched white matter connectivity networks for accurate identification of MCI patients. NeuroImage\u00a054, 1812\u20131822 (2011)","journal-title":"NeuroImage"},{"key":"12_CR18","unstructured":"Weisfeiler, B., Lehman, A.A.: A reduction of a graph to a canonical form and an algebra arising during this reduction. Nauchno-Tech. Informatsia, Ser.\u00a02(9) (1968)"},{"key":"12_CR19","doi-asserted-by":"publisher","first-page":"16667","DOI":"10.1073\/pnas.1011455107","volume":"107","author":"R.Z. Goldstein","year":"2010","unstructured":"Goldstein, R.Z., Woicik, P.A., Maloney, T., Tomasi, D., Alia-Klein, N., Shan, J., Honorio, J., Samaras, D., Wang, R., Telang, F., Wang, G.J., Volkow, N.D.: Oral methylphenidate normalizes cingulate activity in cocaine addiction during a salient cognitive task. PNAS\u00a0107, 16667\u201316672 (2010)","journal-title":"PNAS"},{"key":"12_CR20","doi-asserted-by":"publisher","first-page":"505","DOI":"10.1001\/archgenpsychiatry.2010.193","volume":"68","author":"C. Culbertson","year":"2011","unstructured":"Culbertson, C., Bramen, J., Cohen, M., London, E.D., Olmstead, R.E., Gan, J.J., Costello, M.R., Shulenberger, S., Mandelkern, M.A., Brody, A.L.: Effect of bupropion treatment on brain activation induced by cigarette-related cues in smokers. Archives of General Psychiatry\u00a068, 505\u2013515 (2011)","journal-title":"Archives of General Psychiatry"},{"key":"12_CR21","doi-asserted-by":"publisher","first-page":"308","DOI":"10.1111\/j.1369-1600.2010.00277.x","volume":"16","author":"T.R. Franklin","year":"2011","unstructured":"Franklin, T.R., Wang, Z., Li, Y., Suh, J.J., Goldman, M., Lohoff, F.W., Cruz, J., Hazan, R., Jens, W., Detre, J.A., Berrettini, W., O\u2019Brien, C.P., Childress, A.R.: Dopamine transporter genotype modulation of neural responses to smoking cues: confirmation in a new cohort. Addiction Biology\u00a016, 308\u2013322 (2011)","journal-title":"Addiction Biology"}],"container-title":["Lecture Notes in Computer Science","Machine Learning in Medical Imaging"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-02267-3_12","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,20]],"date-time":"2019-05-20T02:02:07Z","timestamp":1558317727000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-02267-3_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783319022666","9783319022673"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-02267-3_12","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013]]}}}