{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,9]],"date-time":"2026-01-09T02:47:55Z","timestamp":1767926875973,"version":"3.49.0"},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642244452","type":"print"},{"value":"9783642244469","type":"electronic"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"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":[[2011]]},"DOI":"10.1007\/978-3-642-24446-9_4","type":"book-chapter","created":{"date-parts":[[2011,9,23]],"date-time":"2011-09-23T22:59:22Z","timestamp":1316818762000},"page":"27-34","source":"Crossref","is-referenced-by-count":36,"title":["Identifying Neuroimaging and Proteomic Biomarkers for MCI and AD via the Elastic Net"],"prefix":"10.1007","author":[{"given":"Li","family":"Shen","sequence":"first","affiliation":[]},{"given":"Sungeun","family":"Kim","sequence":"additional","affiliation":[]},{"given":"Yuan","family":"Qi","sequence":"additional","affiliation":[]},{"given":"Mark","family":"Inlow","sequence":"additional","affiliation":[]},{"given":"Shanker","family":"Swaminathan","sequence":"additional","affiliation":[]},{"given":"Kwangsik","family":"Nho","sequence":"additional","affiliation":[]},{"given":"Jing","family":"Wan","sequence":"additional","affiliation":[]},{"given":"Shannon L.","family":"Risacher","sequence":"additional","affiliation":[]},{"given":"Leslie M.","family":"Shaw","sequence":"additional","affiliation":[]},{"given":"John Q.","family":"Trojanowski","sequence":"additional","affiliation":[]},{"given":"Michael W.","family":"Weiner","sequence":"additional","affiliation":[]},{"given":"Andrew J.","family":"Saykin","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"1","key":"4_CR1","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1038\/ng1934","volume":"39","author":"L. Bertram","year":"2007","unstructured":"Bertram, L., McQueen, M.B., et al.: Systematic meta-analyses of Alzheimer disease genetic association studies: the AlzGene database. Nat. Genet.\u00a039(1), 17\u201323 (2007)","journal-title":"Nat. Genet."},{"issue":"1","key":"4_CR2","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1111\/j.1600-0404.1999.tb00724.x","volume":"100","author":"P. Caramelli","year":"1999","unstructured":"Caramelli, P., Nitrini, R., et al.: Increased apolipoprotein B serum concentration in Alzheimer\u2019s disease. Acta Neurol. Scand.\u00a0100(1), 61\u201363 (1999)","journal-title":"Acta Neurol. Scand."},{"issue":"2","key":"4_CR3","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1006\/nimg.1998.0395","volume":"9","author":"A.. Dale","year":"1999","unstructured":"Dale, A., Fischl, B., Sereno, M.: Cortical surface-based analysis. I: Segmentation and surface reconstruction. Neuroimage\u00a09(2), 179\u2013194 (1999)","journal-title":"Neuroimage"},{"issue":"2","key":"4_CR4","doi-asserted-by":"publisher","first-page":"195","DOI":"10.1006\/nimg.1998.0396","volume":"9","author":"B. Fischl","year":"1999","unstructured":"Fischl, B., Sereno, M., Dale, A.: Cortical surface-based analysis. II: Inflation, flattening, and a surface-based coordinate system. Neuroimage\u00a09(2), 195\u2013207 (1999)","journal-title":"Neuroimage"},{"key":"4_CR5","doi-asserted-by":"crossref","unstructured":"Friedman, J., Hastie, T., Tibshirani, R.: Regularized paths for generalized linear models via coordinate descent. Journal of Statistical Software\u00a033(1) (2010)","DOI":"10.18637\/jss.v033.i01"},{"key":"4_CR6","doi-asserted-by":"publisher","first-page":"389","DOI":"10.1023\/A:1012487302797","volume":"46","author":"I. Guyon","year":"2002","unstructured":"Guyon, I., Weston, J., Barnhill, S., Vapnik, V.: Gene selection for cancer classification using support vector machines. Machine Learning\u00a046, 389\u2013422 (2002)","journal-title":"Machine Learning"},{"issue":"2","key":"4_CR7","doi-asserted-by":"publisher","first-page":"574","DOI":"10.1016\/j.neuroimage.2010.10.081","volume":"55","author":"C. Hinrichs","year":"2011","unstructured":"Hinrichs, C., Singh, V., et al.: Predictive markers for AD in a multi-modality framework: An analysis of MCI progression in the ADNI population. Neuroimage\u00a055(2), 574\u2013589 (2011)","journal-title":"Neuroimage"},{"issue":"Pt 11","key":"4_CR8","doi-asserted-by":"publisher","first-page":"3042","DOI":"10.1093\/brain\/awl279","volume":"129","author":"A. Hye","year":"2006","unstructured":"Hye, A., Lynham, S., et al.: Proteome-based plasma biomarkers for Alzheimer\u2019s disease. Brain\u00a0129(Pt 11), 3042\u20133050 (2006)","journal-title":"Brain"},{"issue":"2","key":"4_CR9","doi-asserted-by":"publisher","first-page":"209","DOI":"10.1016\/0009-8981(95)06115-T","volume":"239","author":"M. Kawano","year":"1995","unstructured":"Kawano, M., Kawakami, M., et al.: Marked decrease of plasma apolipoprotein AI and AII in Japanese patients with late-onset non-familial Alzheimer\u2019s disease. Clin. Chim. Acta\u00a0239(2), 209\u2013211 (1995)","journal-title":"Clin. Chim. Acta"},{"issue":"Pt 3","key":"4_CR10","doi-asserted-by":"publisher","first-page":"681","DOI":"10.1093\/brain\/awm319","volume":"131","author":"S. Kloppel","year":"2008","unstructured":"Kloppel, S., Stonnington, C.M., et al.: Automatic classification of MR scans in Alzheimer\u2019s disease. Brain\u00a0131(Pt 3), 681\u2013689 (2008)","journal-title":"Brain"},{"issue":"9","key":"4_CR11","doi-asserted-by":"publisher","first-page":"1077","DOI":"10.1001\/archneurol.2010.215","volume":"67","author":"S.E. O\u2019Bryant","year":"2010","unstructured":"O\u2019Bryant, S.E., Xiao, G., et al.: A serum protein-based algorithm for the detection of Alzheimer disease. Arch. Neurol.\u00a067(9), 1077\u20131081 (2010)","journal-title":"Arch. Neurol."},{"issue":"4","key":"4_CR12","doi-asserted-by":"publisher","first-page":"358","DOI":"10.1111\/j.1755-5949.2009.00104.x","volume":"15","author":"P. Schneider","year":"2009","unstructured":"Schneider, P., Hampel, H., Buerger, K.: Biological marker candidates of Alzheimer\u2019s disease in blood, plasma, and serum. CNS Neurosci. Ther.\u00a015(4), 358\u2013374 (2009)","journal-title":"CNS Neurosci. Ther."},{"key":"4_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"611","DOI":"10.1007\/978-3-642-15711-0_76","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2010","author":"L. Shen","year":"2010","unstructured":"Shen, L., Qi, Y., Kim, S., Nho, K., Wan, J., Risacher, S.L., Saykin, A.J., ADNI: Sparse bayesian learning for identifying imaging biomarkers in AD prediction. In: Jiang, T., Navab, N., Pluim, J.P.W., Viergever, M.A. (eds.) MICCAI 2010. LNCS, vol.\u00a06363, pp. 611\u2013618. Springer, Heidelberg (2010)"},{"key":"4_CR14","volume-title":"Statistical Learning Theory","author":"V. Vapnik","year":"1998","unstructured":"Vapnik, V.: Statistical Learning Theory. John Wiley and Sons, Chichester (1998)"},{"issue":"3","key":"4_CR15","doi-asserted-by":"publisher","first-page":"202","DOI":"10.1016\/j.jalz.2010.03.007","volume":"6","author":"M.W. Weiner","year":"2010","unstructured":"Weiner, M.W., Aisen, P.S., et al.: The Alzheimer\u2019s disease neuroimaging initiative: progress report and future plans. Alzheimers Dement\u00a06(3), 202\u2013211e7 (2010)","journal-title":"Alzheimers Dement"},{"issue":"3","key":"4_CR16","doi-asserted-by":"publisher","first-page":"856","DOI":"10.1016\/j.neuroimage.2011.01.008","volume":"55","author":"D. Zhang","year":"2011","unstructured":"Zhang, D., Wang, Y., et al.: Multimodal classification of Alzheimer\u2019s disease and mild cognitive impairment. Neuroimage\u00a055(3), 856\u2013867 (2011)","journal-title":"Neuroimage"}],"container-title":["Lecture Notes in Computer Science","Multimodal Brain Image Analysis"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-24446-9_4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,19]],"date-time":"2019-05-19T20:15:20Z","timestamp":1558296920000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-24446-9_4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642244452","9783642244469"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-24446-9_4","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011]]}}}