{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,5]],"date-time":"2026-01-05T22:31:30Z","timestamp":1767652290602},"publisher-location":"Berlin, Heidelberg","reference-count":19,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642024771"},{"type":"electronic","value":"9783642024788"}],"license":[{"start":{"date-parts":[[2009,1,1]],"date-time":"2009-01-01T00:00:00Z","timestamp":1230768000000},"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":[[2009]]},"DOI":"10.1007\/978-3-642-02478-8_122","type":"book-chapter","created":{"date-parts":[[2009,6,5]],"date-time":"2009-06-05T22:46:41Z","timestamp":1244242001000},"page":"973-980","source":"Crossref","is-referenced-by-count":13,"title":["Alzheimer\u2019s Diagnosis Using Eigenbrains and Support Vector Machines"],"prefix":"10.1007","author":[{"given":"I.","family":"\u00c1lvarez","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"J. M.","family":"G\u00f3rriz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"J.","family":"Ram\u00edrez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"D.","family":"Salas-Gonzalez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"M.","family":"L\u00f3pez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"F.","family":"Segovia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"C. G.","family":"Puntonet","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"B.","family":"Prieto","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"suppl. 1","key":"122_CR1","doi-asserted-by":"publisher","first-page":"2","DOI":"10.1212\/WNL.51.1_Suppl_1.S2","volume":"51","author":"J.L. Cummings","year":"1998","unstructured":"Cummings, J.L., Vinters, H.V., Cole, G.M., Khachaturian, Z.S.: Alzheimer\u2019s disease: etiologies, pathophysiology, cognitive reserve, and treatment opportunities. Neurology\u00a051(suppl. 1), S2\u2013S17 (1998)","journal-title":"Neurology"},{"key":"122_CR2","doi-asserted-by":"publisher","first-page":"547","DOI":"10.2967\/jnumed.106.037762","volume":"48","author":"S. Ng","year":"2007","unstructured":"Ng, S., Villemagne, V.L., Berlangieri, S., Lee1, S.-T., Cherk, M., Gong, S.J., Ackermann, U., Saunder, T., Tochon-Danguy, H., Jones, G., Smith, C., O\u2019Keefe, G., Masters, C.L., Rowe, C.C.: Visual assessment versus quantitative assessment of 11c-pib pet and 18f-fdg pet for detection of alzheimer\u2019s disease. Journal of Nuclear Medicine\u00a048, 547\u2013552 (2007)","journal-title":"Journal of Nuclear Medicine"},{"key":"122_CR3","doi-asserted-by":"publisher","DOI":"10.1016\/B978-012372560-8\/50002-4","volume-title":"Statistical Parametric Mapping: The Analysis of Functional Brain Images","author":"K.J. Friston","year":"2007","unstructured":"Friston, K.J., Ashburner, J., Kiebel, S.J., Nichols, T.E., Penny, W.D.: Statistical Parametric Mapping: The Analysis of Functional Brain Images. Academic Press, London (2007)"},{"key":"122_CR4","unstructured":"Yin, T.K., Chiu, N.T.: Discrimination between alzheimer\u2019s dementia and controls by automated analysis of statistical parametric maps of 99mTc-HMPAO-SPECT volumes. In: Proceedings of the Fourth IEEE Symposium on Bioinformatics and Bioengineering, pp. 183\u2013190 (2004)"},{"key":"122_CR5","volume-title":"The Geometry of random fields","author":"R.J. Adler","year":"1981","unstructured":"Adler, R.J.: The Geometry of random fields. Wiley, New York (1981)"},{"issue":"1","key":"122_CR6","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1016\/j.neuroimage.2004.04.032","volume":"23","author":"N. Scarmeas","year":"2004","unstructured":"Scarmeas, N., Habeck, C.G., Zarahn, E., Anderson, K.E., Park, A., Hilton, J., Pelton, G.H., Tabert, M.H., Honig, L.S., Moeller, J.R., Devanand, D.P., Stern, Y.: Covariance pet patterns in early alzheimer\u2019s disease and subjects with cognitive impairment but no dementia: utility in group discrimination and correlations with functional performance. NeuroImage\u00a023(1), 35\u201345 (2004)","journal-title":"NeuroImage"},{"issue":"2","key":"122_CR7","doi-asserted-by":"publisher","first-page":"186","DOI":"10.1016\/j.neurobiolaging.2007.06.010","volume":"30","author":"E. Salmon","year":"2009","unstructured":"Salmon, E., Kerrouche, N., Perani, D., Lekeu, F., Holthoff, V., Beuthien-Baumann, B., Sorbi, S., Lemaire, C., Collette, F., Herholz, K.: On the multivariate nature of brain metabolic impairment in alzheimer\u2019s disease. Neurobiology of Aging\u00a030(2), 186\u2013197 (2009)","journal-title":"Neurobiology of Aging"},{"issue":"12","key":"122_CR8","doi-asserted-by":"publisher","first-page":"2191","DOI":"10.1007\/s00259-008-0869-z","volume":"35","author":"F. Nobili","year":"2008","unstructured":"Nobili, F., Salmaso, D., Morbelli, S., Girtler, N., Piccardo, A., Brugnolo, A., Dessi, B., Larsson, S.A., Rodriguez, G., Pagani, M.: Principal component analysis of fdg pet in amnestic mci. Eur. J. Nucl. Med. Mol. Imaging\u00a035(12), 2191\u20132202 (2008)","journal-title":"Eur. J. Nucl. Med. Mol. Imaging"},{"issue":"1","key":"122_CR9","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1162\/jocn.1991.3.1.71","volume":"3","author":"M. Turk","year":"1991","unstructured":"Turk, M., Pentland, A.: Eigenfaces for recognition. Journal of congnitive neuroscience\u00a03(1), 71\u201386 (1991)","journal-title":"Journal of congnitive neuroscience"},{"key":"122_CR10","volume-title":"Statistical Learning Theory","author":"V.N. Vapnik","year":"1998","unstructured":"Vapnik, V.N.: Statistical Learning Theory. John Wiley and Sons, Inc., New York (1998)"},{"issue":"7","key":"122_CR11","doi-asserted-by":"publisher","first-page":"877","DOI":"10.1049\/el:20064068","volume":"42","author":"J. Ram\u00edrez","year":"2006","unstructured":"Ram\u00edrez, J., Y\u00e9lamos, P., G\u00f3rriz, J.M., Segura, J.C.: SVM-based speech endpoint detection using contextual speech features. Electronics Letters\u00a042(7), 877\u2013879 (2006)","journal-title":"Electronics Letters"},{"issue":"7","key":"122_CR12","doi-asserted-by":"publisher","first-page":"1088","DOI":"10.1109\/TPAMI.2006.134","volume":"28","author":"D. Tao","year":"2006","unstructured":"Tao, D., Tang, X., Li, X., Wu, X.: Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a028(7), 1088\u20131099 (2006)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"122_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"741","DOI":"10.1007\/978-3-540-69384-0_79","volume-title":"Computational Science \u2013 ICCS 2008","author":"J. Ram\u00edrez","year":"2008","unstructured":"Ram\u00edrez, J., G\u00f3rriz, J.M., G\u00f3mez-R\u00edo, M., Romero, A., Chaves, R., Lassl, A., Rodr\u00edguez, A., Puntonet, C.G., Theis, F., Lang, E.: Effective emission tomography image reconstruction algorithms for SPECT data. In: Bubak, M., van Albada, G.D., Dongarra, J., Sloot, P.M.A. (eds.) ICCS 2008, Part I. LNCS, vol.\u00a05101, pp. 741\u2013748. Springer, Heidelberg (2008)"},{"key":"122_CR14","unstructured":"Ram\u00edrez, J., G\u00f3rriz, J.M., Romero, A., Lassl, A., Salas-Gonzalez, D., L\u00f3pez, M., Alvarez, I., G\u00f3mez-R\u00edo, M., Rodr\u00edguez, A.: Computer aided diagnosis of alzheimer type dementia combining support vector machines and discriminant set of features. In: Information Sciences (2008) (accepted)"},{"key":"122_CR15","volume-title":"Medical Imaging Conference","author":"A. Lassl","year":"2008","unstructured":"Lassl, A., G\u00f3rriz, J.M., Ram\u00edrez, J., Salas-Gonzalez, D., Puntonet, C.G., Lang, E.W.: Clustering approach for the classification of spect images. In: Medical Imaging Conference, Dresden. IEEE, Los Alamitos (2008)"},{"key":"122_CR16","volume-title":"Medical Imaging Conference","author":"J.M. G\u00f3rriz","year":"2008","unstructured":"G\u00f3rriz, J.M., Ram\u00edrez, J., Lassl, A., Salas-Gonzalez, D., Lang, E.W., Puntonet, C.G., \u00c1lvarez, I., L\u00f3pez, M., G\u00f3mez-R\u00edo, M.: Automatic computer aided diagnosis tool using component-based svm. In: Medical Imaging Conference, Dresden. IEEE, Los Alamitos (2008)"},{"issue":"22","key":"122_CR17","doi-asserted-by":"publisher","first-page":"1291","DOI":"10.1049\/el:20081838","volume":"44","author":"D. Salas-Gonzalez","year":"2008","unstructured":"Salas-Gonzalez, D., G\u00f3rriz, J.M., Ram\u00edrez, J., Lassl, A., Puntonet, C.G.: Improved gauss-newton optimization methods in affine registration of spect brain images. IET Electronics Letters\u00a044(22), 1291\u20131292 (2008)","journal-title":"IET Electronics Letters"},{"issue":"2","key":"122_CR18","doi-asserted-by":"publisher","first-page":"243","DOI":"10.1007\/s10115-006-0043-5","volume":"11","author":"G. Fung","year":"2007","unstructured":"Fung, G., Stoeckel, J.: SVM feature selection for classification of SPECT images of Alzheimer\u2019s disease using spatial information. Knowledge and Information Systems\u00a011(2), 243\u2013258 (2007)","journal-title":"Knowledge and Information Systems"},{"key":"122_CR19","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"666","DOI":"10.1007\/3-540-45468-3_80","volume-title":"Medical Image Computing and Computer-Assisted Intervention - MICCAI 2001","author":"J. Stoeckel","year":"2001","unstructured":"Stoeckel, J., Malandain, G., Migneco, O., Koulibaly, P.M., Robert, P., Ayache, N., Darcourt, J.: Classification of SPECT images of normal subjects versus images of alzheimer\u2019s disease patients. In: Niessen, W.J., Viergever, M.A. (eds.) MICCAI 2001. LNCS, vol.\u00a02208, pp. 666\u2013674. Springer, Heidelberg (2001)"}],"container-title":["Lecture Notes in Computer Science","Bio-Inspired Systems: Computational and Ambient Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-02478-8_122","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,1,19]],"date-time":"2019-01-19T10:33:14Z","timestamp":1547893994000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-02478-8_122"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642024771","9783642024788"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-02478-8_122","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2009]]}}}