{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T00:45:39Z","timestamp":1771461939630,"version":"3.50.1"},"reference-count":44,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/OAPA.html"}],"funder":[{"DOI":"10.13039\/100000050","name":"United States National Institute of Health","doi-asserted-by":"publisher","award":["R01 HL089856"],"award-info":[{"award-number":["R01 HL089856"]}],"id":[{"id":"10.13039\/100000050","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000050","name":"United States National Institute of Health","doi-asserted-by":"publisher","award":["R01 HL089897"],"award-info":[{"award-number":["R01 HL089897"]}],"id":[{"id":"10.13039\/100000050","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000050","name":"United States National Institute of Health","doi-asserted-by":"publisher","award":["K25 HL130637"],"award-info":[{"award-number":["K25 HL130637"]}],"id":[{"id":"10.13039\/100000050","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Med. Imaging"],"published-print":{"date-parts":[[2017,1]]},"DOI":"10.1109\/tmi.2016.2608782","type":"journal-article","created":{"date-parts":[[2016,9,13]],"date-time":"2016-09-13T18:15:54Z","timestamp":1473790554000},"page":"343-354","source":"Crossref","is-referenced-by-count":18,"title":["A Bayesian Nonparametric Model for Disease Subtyping: Application to Emphysema Phenotypes"],"prefix":"10.1109","volume":"36","author":[{"given":"James C.","family":"Ross","sequence":"first","affiliation":[{"name":"Brigham and Women\u2019s Hospital, Harvard Medical School, Boston, MA, USA"}]},{"given":"Peter J.","family":"Castaldi","sequence":"additional","affiliation":[{"name":"Brigham and Women\u2019s Hospital, Harvard Medical School, Boston, MA, USA"}]},{"given":"Michael H.","family":"Cho","sequence":"additional","affiliation":[{"name":"Brigham and Women\u2019s Hospital, Harvard Medical School, Boston, MA, USA"}]},{"given":"Junxiang","family":"Chen","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA"}]},{"given":"Yale","family":"Chang","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA"}]},{"given":"Jennifer G.","family":"Dy","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA"}]},{"given":"Edwin K.","family":"Silverman","sequence":"additional","affiliation":[{"name":"Brigham and Women\u2019s Hospital, Harvard Medical School, Boston, MA, USA"}]},{"given":"George R.","family":"Washko","sequence":"additional","affiliation":[{"name":"Brigham and Women\u2019s Hospital, Harvard Medical School, Boston, MA, USA"}]},{"given":"Ra\u00fal San","family":"Jos\u00e9 Est\u00e9par","sequence":"additional","affiliation":[{"name":"Brigham and Women\u2019s Hospital, Harvard Medical School, Boston, MA, USA"}]}],"member":"263","reference":[{"key":"ref39","first-page":"3571","article-title":"Asymptotic equivalence of Bayes cross validation and widely applicable information criterion in singular learning theory","volume":"11","author":"watanabe","year":"2010","journal-title":"J Mach Learn Res"},{"key":"ref38","first-page":"129","author":"jaakkola","year":"2001","journal-title":"Advanced Mean Field Methods Theory and Practice"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176342360"},{"key":"ref32","first-page":"192","article-title":"Spatial interaction and the statistical analysis of lattice systems","author":"besag","year":"1974","journal-title":"J R Stat Soc Ser B Methodol"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.1984.4767596"},{"key":"ref30","doi-asserted-by":"crossref","DOI":"10.1090\/conm\/001","author":"kindermann","year":"1980","journal-title":"Markov Random Fields and Their Applications"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007665907178"},{"key":"ref36","first-page":"639","article-title":"A constructive definition of Dirichlet priors","volume":"4","author":"sethuraman","year":"1994","journal-title":"Statistica Sinica"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1214\/06-BA104"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176342871"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2009.2038575"},{"key":"ref40","volume":"2","author":"gelman","year":"2014","journal-title":"Teaching Bayesian Data Analysis"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1097\/RLI.0b013e31816901c7"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2007.4353786"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s10044-007-0093-7"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2012.6235587"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623754"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1002\/sim.1027"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.clinpsy.121208.131413"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.2307\/271063"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.1974.1100705"},{"key":"ref28","first-page":"103","article-title":"Exploring compositional data with the coda-dendrogram","volume":"40","author":"pawlowsky-glahn","year":"2011","journal-title":"Austrian J Statist"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1542\/peds.2013-0819"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s11004-005-7381-9"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1136\/jnnp.2003.033530"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1136\/thoraxjnl-2013-203601"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1023\/A:1023866030544"},{"key":"ref5","first-page":"2956","article-title":"Clustering longitudinal clinical marker trajectories from electronic health data: Applications to phenotyping and endotype discovery","author":"schulam","year":"2015","journal-title":"Proc 29th AAAI Conf Artif Intell"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2015141579"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(11)60968-9"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ccr.2009.12.020"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1164\/ajrccm.156.1.9606093"},{"key":"ref1","first-page":"1","article-title":"Deaths: Final data for 2010","volume":"61","author":"murphy","year":"2013","journal-title":"Nat Vital Statist Rep"},{"key":"ref20","first-page":"1346","article-title":"Nonparametric mixture of gaussian processes with constraints","author":"ross","year":"2013","journal-title":"Proc 30th Int Conf Mach Learn"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.3109\/15412550903499522"},{"key":"ref21","article-title":"Pattern Recognition and Machine Learning","author":"bishop","year":"2006","journal-title":"Information Science and Statistics"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1136\/thoraxjnl-2013-203601"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-009-4109-0"},{"key":"ref41","first-page":"583","article-title":"Cluster ensembles—A knowledge reuse framework for combining multiple partitions","volume":"3","author":"strehl","year":"2002","journal-title":"J Mach Learn Res"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1164\/rccm.201305-0873OC"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1164\/ajrccm\/144.6.1385"},{"key":"ref26","first-page":"29","article-title":"The normal distribution in some constrained sample spaces","volume":"37","author":"mateu-figueras","year":"2013","journal-title":"Sort-statistics and Operations Research Transactions"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2015141579"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1023\/A:1023818214614"}],"container-title":["IEEE Transactions on Medical Imaging"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/42\/7802656\/07565617.pdf?arnumber=7565617","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,26]],"date-time":"2024-03-26T20:18:35Z","timestamp":1711484315000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/7565617\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,1]]},"references-count":44,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tmi.2016.2608782","relation":{},"ISSN":["0278-0062","1558-254X"],"issn-type":[{"value":"0278-0062","type":"print"},{"value":"1558-254X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,1]]}}}