{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,10]],"date-time":"2026-06-10T04:58:30Z","timestamp":1781067510659,"version":"3.54.1"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2014,4,1]],"date-time":"2014-04-01T00:00:00Z","timestamp":1396310400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"CellNetworks Cluster (EXC81)"},{"name":"FORSYS ViroQuant","award":["0313923"],"award-info":[{"award-number":["0313923"]}]},{"name":"SBCancer"},{"name":"DFG","award":["GRK 1653"],"award-info":[{"award-number":["GRK 1653"]}]},{"name":"Enable fund of the University of Heidelberg"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Med. Imaging"],"published-print":{"date-parts":[[2014,4]]},"DOI":"10.1109\/tmi.2013.2296937","type":"journal-article","created":{"date-parts":[[2014,1,31]],"date-time":"2014-01-31T17:46:27Z","timestamp":1391190387000},"page":"849-860","source":"Crossref","is-referenced-by-count":24,"title":["Active Structured Learning for Cell Tracking: Algorithm, Framework, and Usability"],"prefix":"10.1109","volume":"33","author":[{"given":"Xinghua","family":"Lou","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Martin","family":"Schiegg","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fred A.","family":"Hamprecht","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.3115\/1118693.1118694"},{"key":"ref38","first-page":"839","article-title":"Less is more: Active learning with support vector machines","author":"schohn","year":"2000","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2009.28"},{"key":"ref32","first-page":"1453","article-title":"Large margin methods for structured and interdependent output variables","volume":"6","author":"tsochantaridis","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2003.1238391"},{"key":"ref30","first-page":"2034","article-title":"An online learned CRF model for multitarget tracking","author":"yang","year":"2012","journal-title":"Proc IEEE Conf Comput Vis Pattern Recognit"},{"key":"ref37","first-page":"45","article-title":"Support vector machine active learning with applications to text classification","volume":"2","author":"tong","year":"2002","journal-title":"J Mach Learn Res"},{"key":"ref36","doi-asserted-by":"crossref","first-page":"201","DOI":"10.1023\/A:1022673506211","article-title":"Active learning literature survey","volume":"15","author":"settles","year":"1994","journal-title":"Mach Learn"},{"key":"ref35","first-page":"311","article-title":"Bundle methods for regularized risk minimization","volume":"11","author":"teo","year":"2010","journal-title":"J Mach Learn Res"},{"key":"ref34","author":"bakir","year":"2006","journal-title":"Predicting Structured Data"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/1177352.1177355"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2121-8-40"},{"key":"ref40","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/7496.001.0001","author":"bottou","year":"2007","journal-title":"Large-Scale Kernel Machines"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2009.2035102"},{"key":"ref13","first-page":"1012","article-title":"Learning to segment dense cell nuclei with shape prior","author":"lou","year":"2012","journal-title":"Proc IEEE Conf Comput Vis Pattern Recognit"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2005.852790"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2008.06.001"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2009.2038693"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2008.916964"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2010.07.006"},{"key":"ref19","doi-asserted-by":"crossref","first-page":"96","DOI":"10.1109\/TMI.2009.2027813","article-title":"Multiple nuclei tracking using integer programming for quantitative cancer cell cycle analysis","volume":"29","author":"li","year":"2010","journal-title":"IEEE Trans Med Imag"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.tibtech.2003.10.012"},{"key":"ref28","first-page":"2953","article-title":"Learning to associate: HybridBoosted multi-target tracker for crowded scene","author":"li","year":"2009","journal-title":"Proc IEEE Conf Comput Vis Pattern Recognit"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2011.5711528"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1162\/jmlr.2003.4.6.933"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0511111103"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/nrg1126"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995587"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1038\/nmeth.1577"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1126\/science.1162493"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.semcdb.2009.07.004"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1038\/nprot.2011.432"},{"key":"ref1","first-page":"1296","article-title":"Structured learning for cell tracking","author":"lou","year":"2011","journal-title":"Neural Inf Process Syst"},{"key":"ref46","doi-asserted-by":"crossref","first-page":"586","DOI":"10.1109\/TMI.2010.2089384","article-title":"Automated mitosis detection of stem cell populations in phase-contrast microscopy images","volume":"30","author":"huh","year":"2011","journal-title":"IEEE Trans Med Imag"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2011.5872698"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1038\/nmeth.1486"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33712-3_11"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2006.215"},{"key":"ref47","first-page":"1391","article-title":"The entire regularization path for the support vector machine","volume":"5","author":"hastie","year":"2004","journal-title":"J Mach Learn Res"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.144"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3115\/1599081.1599140"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5540148"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.csl.2007.12.001"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2009.5459278"},{"key":"ref44","author":"card","year":"1999","journal-title":"Readings in Information Visualization Using Vision To Think"},{"key":"ref26","first-page":"200","article-title":"Discriminative tracking by metric learning","author":"wang","year":"2010","journal-title":"Proc Eur Conf Comput Vis"},{"key":"ref43","author":"ware","year":"2004","journal-title":"Information Visualization Perception for Design"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5539816"}],"container-title":["IEEE Transactions on Medical Imaging"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/42\/6780996\/06698356.pdf?arnumber=6698356","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:54:40Z","timestamp":1642006480000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6698356\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,4]]},"references-count":48,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tmi.2013.2296937","relation":{},"ISSN":["0278-0062","1558-254X"],"issn-type":[{"value":"0278-0062","type":"print"},{"value":"1558-254X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,4]]}}}