{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,28]],"date-time":"2026-02-28T17:08:40Z","timestamp":1772298520871,"version":"3.50.1"},"reference-count":78,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2015,9,1]],"date-time":"2015-09-01T00:00:00Z","timestamp":1441065600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["MH61285"],"award-info":[{"award-number":["MH61285"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["MH68858"],"award-info":[{"award-number":["MH68858"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["MH84051"],"award-info":[{"award-number":["MH84051"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100006108","name":"National Center for Advancing Translational Sciences","doi-asserted-by":"publisher","award":["UL1TR000427"],"award-info":[{"award-number":["UL1TR000427"]}],"id":[{"id":"10.13039\/100006108","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000026","name":"National Institute on Drug Abuse","doi-asserted-by":"publisher","award":["DA028087"],"award-info":[{"award-number":["DA028087"]}],"id":[{"id":"10.13039\/100000026","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Med. Imaging"],"published-print":{"date-parts":[[2015,9]]},"DOI":"10.1109\/tmi.2015.2416271","type":"journal-article","created":{"date-parts":[[2015,3,24]],"date-time":"2015-03-24T20:44:53Z","timestamp":1427229893000},"page":"1928-1939","source":"Crossref","is-referenced-by-count":53,"title":["Persistent Homology in Sparse Regression and Its Application to Brain Morphometry"],"prefix":"10.1109","volume":"34","author":[{"given":"Moo K.","family":"Chung","sequence":"first","affiliation":[]},{"given":"Jamie L.","family":"Hanson","sequence":"additional","affiliation":[]},{"given":"Jieping","family":"Ye","sequence":"additional","affiliation":[]},{"given":"Richard J.","family":"Davidson","sequence":"additional","affiliation":[]},{"given":"Seth D.","family":"Pollak","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1098\/rstb.2005.1654"},{"key":"ref72","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","article-title":"Regression shrinkage and selection via the LASSO","volume":"58","author":"tibshirani","year":"1996","journal-title":"J R Stat Soc Ser B (Methodol )"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1016\/B978-012692535-7\/50094-X"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1038\/35004593"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1098\/rstb.2005.1637"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2009.12.027"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1198\/jcgs.2011.11051a"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1088\/1742-5468\/2009\/03\/P03034"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2005.1556105"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1093\/cercor\/bhl149"},{"key":"ref78","first-page":"1","article-title":"Spectral methods for mesh processing and analysis","author":"zhang","year":"2007","journal-title":"EUROGRAPHICS"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04898-2_420"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1090\/S0273-0979-07-01191-3"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.460020402"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1093\/biostatistics\/kxm045"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.0141-08.2008"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.0307-12.2012"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1111\/cdev.12069"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1093\/cercor\/bhn102"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8624.2009.01391.x"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2007.06.006"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/98267.98287"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2009.10.003"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611970319"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btl685"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s00454-002-2885-2"},{"key":"ref65","first-page":"497","article-title":"Socio-emotional development following early abuse and neglect: Challenges and insights from translational research","volume":"17","author":"sanchez","year":"2009","journal-title":"Handbook of Social Neuroscience"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.2202\/1544-6115.1175"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.3389\/fnsys.2010.00022"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1167\/8.8.11"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1038\/nature03248"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1000100"},{"key":"ref2","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1007\/978-3-662-44199-2_23","author":"adams","year":"2014","journal-title":"Mathematical Software - ICMS 2014"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.3874-05.2006"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1006\/nimg.2001.0862"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1097\/00004728-199601000-00017"},{"key":"ref21","article-title":"Camino: Open-source diffusion-MRI reconstruction and processing","author":"cook","year":"2006","journal-title":"Proc 14th Sci Meet Int Soc Magn Reson Med"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0002856"},{"key":"ref23","first-page":"10","article-title":"Homological sensor networks","volume":"54","author":"de silva","year":"2007","journal-title":"American Mathematical Society"},{"key":"ref26","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1090\/conm\/453\/08802","article-title":"Persistent homology?A survey","volume":"453","author":"edelsbrunner","year":"2008","journal-title":"Contemp Math"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/S1053-8119(03)00313-6"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2006.01.042"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1000395"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8721.2008.00608.x"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1198\/jasa.2009.0126"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.60.7332"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.460020104"},{"key":"ref55","first-page":"781","article-title":"Exact covariance thresholding into connected components for large-scale graphical LASSO","volume":"13","author":"mazumder","year":"2012","journal-title":"J Mach Learn Res"},{"key":"ref54","first-page":"642","article-title":"Atlas warping for brain morphometry","author":"machado","year":"1998","journal-title":"Proc SPIE Medical Imaging Image Processing"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/37401.37422"},{"key":"ref52","first-page":"224","article-title":"The effect of early deprivation on executive attention in middle childhood","author":"loman","year":"2010","journal-title":"Journal of Child Psychology and Psychiatry"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1038\/nrn2575"},{"key":"ref11","doi-asserted-by":"crossref","first-page":"1021","DOI":"10.1214\/aoap\/1029962864","article-title":"The geometry of correlation fields with an application to functional connectivity of the brain","volume":"9","author":"cao","year":"1999","journal-title":"Ann Appl Probabil"},{"key":"ref40","first-page":"808","article-title":"Learning brain connectivity of Alzheimer's disease from neuroimaging data","author":"huang","year":"2009","journal-title":"Adv Neural Inf Process Syst"},{"key":"ref12","author":"carlsson","year":"2008","journal-title":"Persistent clustering and a theorem of J Kleinberg"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2008.08.020"},{"key":"ref14","author":"chung","year":"2001","journal-title":"Statistical morphometry in neuroanatomy"},{"key":"ref15","doi-asserted-by":"crossref","DOI":"10.1201\/b15056","author":"chung","year":"2013","journal-title":"Statistical and Computational Methods in Brain Image Analysis"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1117\/12.874245"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-40811-3_38"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04271-3_20"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2010.06.032"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2010.01.041"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1006\/nimg.2000.0582"},{"key":"ref6","first-page":"485","article-title":"Model selection through sparse maximum likelihood estimation for multivariate Gaussian or binary data","volume":"9","author":"banerjee","year":"2008","journal-title":"J Mach Learn Res"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2007.06.004"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1214\/009053607000000758"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143856"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.neubiorev.2006.06.001"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.6241-11.2012"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-23629-7_37"},{"key":"ref45","first-page":"1250","article-title":"Wavelet based multi-scale shape features on arbitrary surfaces for cortical thickness discrimination","author":"kim","year":"2012","journal-title":"Adv Neural Inf Process Syst"},{"key":"ref48","doi-asserted-by":"crossref","first-page":"1154","DOI":"10.1109\/TMI.2011.2140380","article-title":"Sparse brain network recovery under compressed sensing","volume":"30","author":"lee","year":"2011","journal-title":"IEEE Trans Med Imag"},{"key":"ref47","doi-asserted-by":"crossref","first-page":"2267","DOI":"10.1109\/TMI.2012.2219590","article-title":"Persistent brain network homology from the perspective of dendrogram","volume":"31","author":"lee","year":"2012","journal-title":"IEEE Trans Med Imag"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1111\/j.1440-1819.2008.01906.x"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2009.12.120"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2004.07.068"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1097-0193(1999)8:2\/3<80::AID-HBM2>3.0.CO;2-C"}],"container-title":["IEEE Transactions on Medical Imaging"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/42\/7229384\/07066892.pdf?arnumber=7066892","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,8]],"date-time":"2024-06-08T00:44:32Z","timestamp":1717807472000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7066892\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,9]]},"references-count":78,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.1109\/tmi.2015.2416271","relation":{},"ISSN":["0278-0062","1558-254X"],"issn-type":[{"value":"0278-0062","type":"print"},{"value":"1558-254X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,9]]}}}