{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T12:14:09Z","timestamp":1725884049687},"publisher-location":"Cham","reference-count":37,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319569697"},{"type":"electronic","value":"9783319569703"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"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":[[2017]]},"DOI":"10.1007\/978-3-319-56970-3_18","type":"book-chapter","created":{"date-parts":[[2017,4,11]],"date-time":"2017-04-11T04:43:49Z","timestamp":1491885829000},"page":"287-302","source":"Crossref","is-referenced-by-count":6,"title":["Longitudinal Genotype-Phenotype Association Study via Temporal Structure Auto-learning Predictive Model"],"prefix":"10.1007","author":[{"name":"for the ADNI","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaoqian","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jingwen","family":"Yan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaohui","family":"Yao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sungeun","family":"Kim","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kwangsik","family":"Nho","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shannon L.","family":"Risacher","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andrew J.","family":"Saykin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Li","family":"Shen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Heng","family":"Huang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,4,12]]},"reference":[{"issue":"11","key":"18_CR1","doi-asserted-by":"crossref","first-page":"1097","DOI":"10.1001\/archneur.1985.04060100083029","volume":"42","author":"ZS Khachaturian","year":"1985","unstructured":"Khachaturian, Z.S.: Diagnosis of Alzheimer\u2019s disease. Arch. Neurol. 42(11), 1097\u20131105 (1985)","journal-title":"Arch. Neurol."},{"key":"18_CR2","doi-asserted-by":"crossref","first-page":"b158","DOI":"10.1136\/bmj.b158","volume":"338","author":"A Burns","year":"2009","unstructured":"Burns, A., Iliffe, S.: Alzheimer\u2019s disease. BMJ 338, b158 (2009)","journal-title":"BMJ"},{"key":"18_CR3","first-page":"7","volume":"64","author":"GL Wenk","year":"2003","unstructured":"Wenk, G.L., et al.: Neuropathologic changes in Alzheimer\u2019s disease. J. Clin. Psychiatry 64, 7\u201310 (2003)","journal-title":"J. Clin. Psychiatry"},{"issue":"4","key":"18_CR4","doi-asserted-by":"crossref","first-page":"459","DOI":"10.1016\/j.jalz.2016.03.001","volume":"12","author":"A Association","year":"2016","unstructured":"Association, A., et al.: 2016 Alzheimer\u2019s disease facts and figures. Alzheimer\u2019s Dement. 12(4), 459\u2013509 (2016)","journal-title":"Alzheimer\u2019s Dement."},{"issue":"2","key":"18_CR5","doi-asserted-by":"crossref","first-page":"315","DOI":"10.1148\/radiol.2262011600","volume":"226","author":"JR Petrella","year":"2003","unstructured":"Petrella, J.R., Coleman, R.E., Doraiswamy, P.M.: Neuroimaging and early diagnosis of Alzheimer disease: a look to the future 1. Radiology 226(2), 315\u2013336 (2003)","journal-title":"Radiology"},{"issue":"10","key":"18_CR6","doi-asserted-by":"crossref","first-page":"888","DOI":"10.1016\/j.biopsych.2005.11.005","volume":"59","author":"AR Hariri","year":"2006","unstructured":"Hariri, A.R., Drabant, E.M., Weinberger, D.R.: Imaging genetics: perspectives from studies of genetically driven variation in serotonin function and corticolimbic affective processing. Biol. Psychiatry 59(10), 888\u2013897 (2006)","journal-title":"Biol. Psychiatry"},{"issue":"8","key":"18_CR7","doi-asserted-by":"crossref","first-page":"e6501","DOI":"10.1371\/journal.pone.0006501","volume":"4","author":"SG Potkin","year":"2009","unstructured":"Potkin, S.G., Guffanti, G., et al.: Hippocampal atrophy as a quantitative trait in a genome-wide association study identifying novel susceptibility genes for Alzheimer\u2019s disease. PLoS One 4(8), e6501 (2009)","journal-title":"PLoS One"},{"issue":"4\u20135","key":"18_CR8","doi-asserted-by":"crossref","first-page":"391","DOI":"10.1080\/13546800903059829","volume":"14","author":"SG Potkin","year":"2009","unstructured":"Potkin, S.G., Turner, J.A., et al.: Genome-wide strategies for discovering genetic influences on cognition and cognitive disorders: methodological considerations. Cogn. Neuropsychiatry 14(4\u20135), 391\u2013418 (2009)","journal-title":"Cogn. Neuropsychiatry"},{"issue":"10","key":"18_CR9","doi-asserted-by":"crossref","first-page":"1088","DOI":"10.1038\/ng.440","volume":"41","author":"D Harold","year":"2009","unstructured":"Harold, D., Abraham, R., et al.: Genome-wide association study identifies variants at CLU and PICALM associated with Alzheimer\u2019s disease. Nat. Genet. 41(10), 1088\u20131093 (2009)","journal-title":"Nat. Genet."},{"issue":"5","key":"18_CR10","doi-asserted-by":"crossref","first-page":"545","DOI":"10.1038\/ng.2237","volume":"44","author":"JC Bis","year":"2012","unstructured":"Bis, J.C., DeCarli, C., et al.: Common variants at 12q14 and 12q24 are associated with hippocampal volume. Nat. Genet. 44(5), 545\u2013551 (2012)","journal-title":"Nat. Genet."},{"issue":"3","key":"18_CR11","doi-asserted-by":"crossref","first-page":"1051","DOI":"10.1016\/j.neuroimage.2010.01.042","volume":"53","author":"L Shen","year":"2010","unstructured":"Shen, L., Kim, S., et al.: Whole genome association study of brain-wide imaging phenotypes for identifying quantitative trait loci in MCI and AD: a study of the ADNI cohort. Neuroimage 53(3), 1051\u20131063 (2010)","journal-title":"Neuroimage"},{"key":"18_CR12","doi-asserted-by":"crossref","unstructured":"Wang, H., Nie, F., Huang, H., Risacher, S., Saykin, A.J., Shen, L.: ADNI: joint classification and regression for identifying ad-sensitive and cognition-relevant imaging biomarkers. In: The 14th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 115\u2013123 (2011)","DOI":"10.1007\/978-3-642-23626-6_15"},{"issue":"2","key":"18_CR13","doi-asserted-by":"crossref","first-page":"229","DOI":"10.1093\/bioinformatics\/btr649","volume":"28","author":"H Wang","year":"2012","unstructured":"Wang, H., Nie, F., Huang, H., Kim, S., Nho, K., Risacher, S.L., Saykin, A.J., Shen, L.: Identifying quantitative trait loci via group-sparse multitask regression and feature selection: an imaging genetics study of the ADNI cohort. Bioinformatics 28(2), 229\u2013237 (2012)","journal-title":"Bioinformatics"},{"issue":"12","key":"18_CR14","doi-asserted-by":"crossref","first-page":"i127","DOI":"10.1093\/bioinformatics\/bts228","volume":"28","author":"H Wang","year":"2012","unstructured":"Wang, H., Nie, F., Huang, H., Risacher, S.L., Saykin, A.J., Shen, L.: ADNI: identifying disease sensitive and quantitative trait relevant biomarkers from multi-dimensional heterogeneous imaging genetics data via sparse multi-modal multi-task learning. Bioinformatics 28(12), i127\u2013i136 (2012). [20th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB)]","journal-title":"Bioinformatics"},{"issue":"1","key":"18_CR15","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1007\/s11920-001-0067-1","volume":"3","author":"JW Ashford","year":"2001","unstructured":"Ashford, J.W., Schmitt, F.A.: Modeling the time-course of Alzheimer dementia. Curr. Psychiatry Rep. 3(1), 20\u201328 (2001)","journal-title":"Curr. Psychiatry Rep."},{"issue":"1","key":"18_CR16","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1038\/ng.271","volume":"41","author":"C Sabatti","year":"2008","unstructured":"Sabatti, C., Service, S.K., et al.: Genome-wide association analysis of metabolic traits in a birth cohort from a founder population. Nat. Genet. 41(1), 35\u201346 (2008)","journal-title":"Nat. Genet."},{"issue":"12","key":"18_CR17","doi-asserted-by":"crossref","first-page":"i204","DOI":"10.1093\/bioinformatics\/btp218","volume":"25","author":"S Kim","year":"2009","unstructured":"Kim, S., Sohn, K.A., et al.: A multivariate regression approach to association analysis of a quantitative trait network. Bioinformatics 25(12), i204\u2013i212 (2009)","journal-title":"Bioinformatics"},{"issue":"18","key":"18_CR18","doi-asserted-by":"crossref","first-page":"i619","DOI":"10.1093\/bioinformatics\/bts411","volume":"28","author":"H Wang","year":"2012","unstructured":"Wang, H., Nie, F., Huang, H., et al.: From phenotype to genotype: an association study of longitudinal phenotypic markers to Alzheimer\u2019s disease relevant SNPs. Bioinformatics 28(18), i619\u2013i625 (2012)","journal-title":"Bioinformatics"},{"key":"18_CR19","unstructured":"Wang, H., Nie, F., et al.: High-order multi-task feature learning to identify longitudinal phenotypic markers for Alzheimer\u2019s disease progression prediction. In: Advances in Neural Information Processing Systems, pp. 1277\u20131285 (2012)"},{"key":"18_CR20","unstructured":"Nie, F., Huang, H., Ding, C.H.: Low-rank matrix recovery via efficient Schatten p-norm minimization. In: AAAI (2012)"},{"key":"18_CR21","unstructured":"Obozinski, G., Taskar, B., Jordan, M.: Multi-task feature selection. Technical report, Statistics Department, UC Berkeley (2006)"},{"issue":"9","key":"18_CR22","doi-asserted-by":"crossref","first-page":"589","DOI":"10.1016\/j.crma.2008.03.014","volume":"346","author":"EJ Cand\u00e8s","year":"2008","unstructured":"Cand\u00e8s, E.J.: The restricted isometry property and its implications for compressed sensing. C. R. Math. 346(9), 589\u2013592 (2008)","journal-title":"C. R. Math."},{"issue":"1","key":"18_CR23","doi-asserted-by":"crossref","first-page":"74","DOI":"10.1016\/j.acha.2012.07.010","volume":"35","author":"TT Cai","year":"2013","unstructured":"Cai, T.T., Zhang, A.: Sharp RIP bound for sparse signal and low-rank matrix recovery. Appl. Comput. Harmon. Anal. 35(1), 74\u201393 (2013)","journal-title":"Appl. Comput. Harmon. Anal."},{"issue":"3","key":"18_CR24","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1016\/0022-2496(78)90020-2","volume":"17","author":"P Bentler","year":"1978","unstructured":"Bentler, P., Lee, S.Y.: Matrix derivatives with chain rule and rules for simple, Hadamard, and Kronecker products. J. Math. Psychol. 17(3), 255\u2013262 (1978)","journal-title":"J. Math. Psychol."},{"key":"18_CR25","series-title":"Princeton Mathematical Series","doi-asserted-by":"crossref","DOI":"10.1515\/9781400873173","volume-title":"Convex Analysis","author":"RT Rockafellar","year":"1970","unstructured":"Rockafellar, R.T.: Convex Analysis. Princeton Mathematical Series. Princeton University Press, Princeton (1970)"},{"issue":"4","key":"18_CR26","first-page":"351","volume":"11","author":"JC Bezdek","year":"2003","unstructured":"Bezdek, J.C., Hathaway, R.J.: Convergence of alternating optimization. Neural Parallel Sci. Comput. 11(4), 351\u2013368 (2003)","journal-title":"Neural Parallel Sci. Comput."},{"key":"18_CR27","doi-asserted-by":"crossref","unstructured":"Ji, S., Ye, J.: An accelerated gradient method for trace norm minimization. In: Proceedings of the 26th Annual International Conference on Machine Learning, pp. 457\u2013464. ACM (2009)","DOI":"10.1145\/1553374.1553434"},{"key":"18_CR28","first-page":"41","volume":"19","author":"A Evgeniou","year":"2007","unstructured":"Evgeniou, A., Pontil, M.: Multi-task feature learning. Adv. Neural Inf. Process. Syst. 19, 41 (2007)","journal-title":"Adv. Neural Inf. Process. Syst."},{"issue":"3","key":"18_CR29","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1016\/j.jalz.2010.03.013","volume":"6","author":"AJ Saykin","year":"2010","unstructured":"Saykin, A.J., Shen, L., et al.: Alzheimer\u2019s disease neuroimaging initiative biomarkers as quantitative phenotypes: genetics core aims, progress, and plans. Alzheimers Dement. 6(3), 265\u2013273 (2010)","journal-title":"Alzheimers Dement."},{"issue":"1","key":"18_CR30","doi-asserted-by":"crossref","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. 39(1), 17\u201323 (2007)","journal-title":"Nat. Genet."},{"issue":"8","key":"18_CR31","doi-asserted-by":"crossref","first-page":"816","DOI":"10.1002\/gepi.20533","volume":"34","author":"Y Li","year":"2010","unstructured":"Li, Y., Willer, C.J., et al.: MaCH: using sequence and genotype data to estimate haplotypes and unobserved genotypes. Genet. Epidemiol 34(8), 816\u2013834 (2010)","journal-title":"Genet. Epidemiol"},{"issue":"6 Pt 1","key":"18_CR32","doi-asserted-by":"crossref","first-page":"805","DOI":"10.1006\/nimg.2000.0582","volume":"11","author":"J Ashburner","year":"2000","unstructured":"Ashburner, J., Friston, K.J.: Voxel-based morphometry\u2013the methods. Neuroimage 11(6 Pt 1), 805\u2013821 (2000)","journal-title":"Neuroimage"},{"issue":"3","key":"18_CR33","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1016\/S0896-6273(02)00569-X","volume":"33","author":"B Fischl","year":"2002","unstructured":"Fischl, B., Salat, D.H., et al.: Whole brain segmentation: automated labeling of neuroanatomical structures in the human brain. Neuron 33(3), 341\u2013355 (2002)","journal-title":"Neuron"},{"issue":"3","key":"18_CR34","doi-asserted-by":"crossref","first-page":"317","DOI":"10.1111\/joim.12148","volume":"275","author":"JB Pereira","year":"2014","unstructured":"Pereira, J.B., Cavallin, L., et al.: Influence of age, disease onset and ApoE4 on visual medial temporal lobe atrophy cut-offs. J. Intern. Med. 275(3), 317\u2013330 (2014)","journal-title":"J. Intern. Med."},{"issue":"5","key":"18_CR35","doi-asserted-by":"crossref","first-page":"856","DOI":"10.1016\/j.neurobiolaging.2010.07.020","volume":"33","author":"JP Andrawis","year":"2012","unstructured":"Andrawis, J.P., Hwang, K.S., et al.: Effects of ApoE4 and maternal history of dementia on hippocampal atrophy. Neurobiol. Aging 33(5), 856\u2013866 (2012)","journal-title":"Neurobiol. Aging"},{"key":"18_CR36","doi-asserted-by":"crossref","first-page":"11","DOI":"10.3389\/fnagi.2013.00011","volume":"5","author":"SL Risacher","year":"2013","unstructured":"Risacher, S.L., Kim, S., Shen, L., et al.: The role of apolipoprotein E (APOE) genotype in early mild cognitive impairment (E-MCI). Front Aging Neurosci. 5, 11 (2013)","journal-title":"Front Aging Neurosci."},{"key":"18_CR37","doi-asserted-by":"crossref","first-page":"1240","DOI":"10.1007\/s12035-014-8800-z","volume":"51","author":"J Ma","year":"2014","unstructured":"Ma, J., Yu, J.T., Tan, L.: MS4A cluster in alzheimer\u2019s disease. Mol. Neurobiol. 51, 1240\u20131248 (2014)","journal-title":"Mol. Neurobiol."}],"container-title":["Lecture Notes in Computer Science","Research in Computational Molecular Biology"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-56970-3_18","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,20]],"date-time":"2019-09-20T22:11:08Z","timestamp":1569017468000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-56970-3_18"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319569697","9783319569703"],"references-count":37,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-56970-3_18","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]}}}