{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,12]],"date-time":"2026-05-12T16:13:46Z","timestamp":1778602426402,"version":"3.51.4"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2016,3,1]],"date-time":"2016-03-01T00:00:00Z","timestamp":1456790400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100002855","name":"Ministry of Science and Technology of the Peoples Republic of China","doi-asserted-by":"publisher","award":["National Key Foundation R\\&D Projects No. 2013CB32"],"award-info":[{"award-number":["National Key Foundation R\\&D Projects No. 2013CB32"]}],"id":[{"id":"10.13039\/501100002855","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000076","name":"Directorate for Biological Sciences","doi-asserted-by":"publisher","award":["CAREER award IIS-1351049"],"award-info":[{"award-number":["CAREER award IIS-1351049"]}],"id":[{"id":"10.13039\/100000076","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000076","name":"Directorate for Biological Sciences","doi-asserted-by":"publisher","award":["EPSCoR grant IIA-1355406"],"award-info":[{"award-number":["EPSCoR grant IIA-1355406"]}],"id":[{"id":"10.13039\/100000076","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61322308"],"award-info":[{"award-number":["61322308"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61332007"],"award-info":[{"award-number":["61332007"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61571261"],"award-info":[{"award-number":["61571261"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Med. Imaging"],"published-print":{"date-parts":[[2016,3]]},"DOI":"10.1109\/tmi.2015.2494582","type":"journal-article","created":{"date-parts":[[2015,10,26]],"date-time":"2015-10-26T14:56:15Z","timestamp":1445871375000},"page":"762-777","source":"Crossref","is-referenced-by-count":45,"title":["Interactive Cell Segmentation Based on Active and Semi-Supervised Learning"],"prefix":"10.1109","volume":"35","author":[{"given":"Hang","family":"Su","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhaozheng","family":"Yin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Seungil","family":"Huh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Takeo","family":"Kanade","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jun","family":"Zhu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","first-page":"912","article-title":"Semi-supervised learning using gaussian fields and harmonic functions","author":"zhu","year":"2003","journal-title":"Proc 20th Int Conf Mach Learn"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1002\/0471200611"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-02498-6_30"},{"key":"ref32","doi-asserted-by":"crossref","first-page":"237","DOI":"10.3233\/BME-130804","article-title":"Sparse coding induced transfer learning for hep-2 cell classification","volume":"24","author":"liu","year":"2013","journal-title":"Bio-Med Mater Eng"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1049\/el.2013.0197"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1155\/2013\/176272"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-72927-3_13"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33454-2_76"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2011.12.006"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-22092-0_32"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2010.2048611"},{"key":"ref11","first-page":"247","article-title":"Image segmentation as learning on hypergraphs","author":"lei","year":"2008","journal-title":"Proc Int Conf Mach Learn Appl"},{"key":"ref40","first-page":"556","article-title":"A variance minimization criterion to active learning on graphs","author":"ji","year":"2012","journal-title":"Proc Int Conf Artif Intell Statist"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2003.1238308"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6247747"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2009.5459284"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.200"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10590-1_49"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"62","DOI":"10.1109\/TSMC.1979.4310076","article-title":"A threshold selection method from gray-level histograms","volume":"9","author":"otsu","year":"1979","journal-title":"IEEE Trans Syst Man Cybern"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2009.5204057"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2008.4649168"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2009.5459262"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2015.04.011"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/1015706.1015720"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10404-1_6"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-006-7934-5"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2011.6126264"},{"key":"ref29","doi-asserted-by":"crossref","first-page":"359","DOI":"10.1109\/TMI.2011.2169495","article-title":"A semi-Markov model for mitosis segmentation in time-lapse phase contrast microscopy image sequences of stem cell populations","volume":"31","author":"liu","year":"2012","journal-title":"IEEE Trans Med Imag"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5540079"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2007.4408931"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2013.04.004"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.233"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2014.6868135"},{"key":"ref46","article-title":"Cell segmentation via spectral analysis on phase retardation features","author":"su","year":"2012","journal-title":"Proc Int Symp Biomed Imag"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s00249-003-0300-4"},{"key":"ref45","first-page":"381","article-title":"Robust multi-class transductive learning with graphs","author":"liu","year":"2009","journal-title":"Proc IEEE Conf Comput Vis Pattern Recognit"},{"key":"ref48","article-title":"Co-restoring multi-modal microscopy images","author":"li","year":"2015","journal-title":"Proc MICCAI"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2006.312365"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33415-3_41"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04271-3_74"},{"key":"ref42","doi-asserted-by":"crossref","first-page":"193","DOI":"10.1613\/jair.2587","article-title":"Transductive rademacher complexity and its applications","volume":"35","author":"el-yaniv","year":"2009","journal-title":"J Artif Intell Res"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2818.2011.03558.x"},{"key":"ref41","first-page":"463","article-title":"Rademacher and Gaussian complexities: Risk bounds and structural results","volume":"3","author":"bartlett","year":"2003","journal-title":"J Mach Learn Res"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2008.06.018"},{"key":"ref44","first-page":"58","article-title":"Combining active learning and semi-supervised learning using Gaussian fields and harmonic functions","author":"zhu","year":"2003","journal-title":"ICML 2003 Workshop on the Continuum from Labeled to Unlabeled Data in Machine Learning and Data Mining"},{"key":"ref26","article-title":"Detecting overlapping instances in microscopy images using extremal region trees","author":"arteta","year":"2015","journal-title":"Med Image Anal"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2011.2121080"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10404-1_2"}],"container-title":["IEEE Transactions on Medical Imaging"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/42\/7422860\/07307213.pdf?arnumber=7307213","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T11:48:42Z","timestamp":1641988122000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7307213\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,3]]},"references-count":48,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tmi.2015.2494582","relation":{},"ISSN":["0278-0062","1558-254X"],"issn-type":[{"value":"0278-0062","type":"print"},{"value":"1558-254X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,3]]}}}