{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,21]],"date-time":"2025-10-21T15:21:20Z","timestamp":1761060080783,"version":"3.37.3"},"reference-count":61,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2016,11,1]],"date-time":"2016-11-01T00:00:00Z","timestamp":1477958400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"National Science and Technology Support Program","award":["2012BAI14B03"],"award-info":[{"award-number":["2012BAI14B03"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61375014","61533015","61333019"],"award-info":[{"award-number":["61375014","61533015","61333019"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Foundation of Chinese Scholarship Council"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Biomed. Eng."],"published-print":{"date-parts":[[2016,11]]},"DOI":"10.1109\/tbme.2016.2530141","type":"journal-article","created":{"date-parts":[[2016,2,15]],"date-time":"2016-02-15T19:09:47Z","timestamp":1455563387000},"page":"2347-2358","source":"Crossref","is-referenced-by-count":22,"title":["Computer-Aided Endoscopic Diagnosis Without Human-Specific Labeling"],"prefix":"10.1109","volume":"63","author":[{"given":"Shuai","family":"Wang","sequence":"first","affiliation":[]},{"given":"Yang","family":"Cong","sequence":"additional","affiliation":[]},{"given":"Huijie","family":"Fan","sequence":"additional","affiliation":[]},{"given":"Lianqing","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Xiaoqiu","family":"Li","sequence":"additional","affiliation":[]},{"given":"Yunsheng","family":"Yang","sequence":"additional","affiliation":[]},{"given":"Yandong","family":"Tang","sequence":"additional","affiliation":[]},{"given":"Huaici","family":"Zhao","sequence":"additional","affiliation":[]},{"given":"Haibin","family":"Yu","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","first-page":"1119","article-title":"Solving the multiple-instance problem: A lazy learning approach","author":"wang","year":"0","journal-title":"Proc Int Conf Mach Learning"},{"key":"ref38","first-page":"570","article-title":"A framework for multiple-instance learning","author":"maron","year":"0","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2009.03.002"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2002.1033216"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.226"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2012.07.013"},{"key":"ref37","first-page":"1073","article-title":"EM-DD: An improved multiple-instance learning technique","author":"zhang","year":"0","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2014.2343234"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2012.07.029"},{"key":"ref34","first-page":"1107","article-title":"Matching words and pictures","volume":"3","author":"barnard","year":"2003","journal-title":"J Mach Learning Res"},{"key":"ref60","doi-asserted-by":"crossref","first-page":"2084","DOI":"10.1109\/TPAMI.2007.70846","article-title":"Kernels for generalized multiple-instance learning","volume":"30","author":"tao","year":"2008","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref61","first-page":"783","article-title":"Machine learning methods for predicting failures in hard drives: A multiple-instance application","volume":"6","author":"murray","year":"2005","journal-title":"J Mach Learning Res"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/S0004-3702(96)00034-3"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2014.2373273"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2012.2214210"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2011.2155064"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1080\/21681163.2013.796164"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2005.855588"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2010.2046494"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-14-107"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-85990-1_72"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2011.10.002"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2008.926061"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2013.09.002"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TVLSI.2005.859472"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.120"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-84800-155-8_7"},{"journal-title":"CVX Matlab Software for Disciplined Convex Programming Version 2 1","year":"2014","key":"ref58"},{"journal-title":"MILL A Multiple Instance Learning Library","year":"2008","author":"yang","key":"ref57"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2013.2260168"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2010.2045169"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2002.1017623"},{"key":"ref53","doi-asserted-by":"crossref","first-page":"1582","DOI":"10.1109\/TPAMI.2009.154","article-title":"Evaluating color descriptors for object and scene recognition","volume":"32","author":"ke","year":"2010","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref52","doi-asserted-by":"crossref","first-page":"1032","DOI":"10.1109\/TBME.2008.2010526","article-title":"Computer-aided detection of bleeding regions for capsule endoscopy images","volume":"56","author":"li","year":"2009","journal-title":"IEEE Trans Biomed Eng"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2007.10.003"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1117\/12.770510"},{"key":"ref40","first-page":"561","article-title":"Support vector machines for multiple-instance learning","author":"andrews","year":"0","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2007.913128"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3390\/mca14030241"},{"key":"ref14","first-page":"195","article-title":"Retroperitoneal neurogenic tumors classification and multimodal imaging analysis","volume":"2","author":"lin","year":"2013","journal-title":"Funct Molecular Med Imag"},{"key":"ref15","first-page":"205","article-title":"A novel shape feature descriptor for the classification of polyps in HD colonoscopy","author":"h\u00e4fner","year":"2013","journal-title":"Medical Computer Vision Large Data in Medical Imaging"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-07950-8_19"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2014.2321024"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2014.09.010"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1055\/s-2004-814519"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2010.2098882"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2012.09.004"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3414\/ME9230"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-15745-5_64"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2013.2263389"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2011.2172438"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2012.06.003"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/RBME.2011.2175445"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2015.7351368"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2014.07.022"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2014.2350539"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2007.909544"},{"key":"ref42","first-page":"913","article-title":"Image categorization by learning and reasoning with regions","volume":"5","author":"chen","year":"2004","journal-title":"J Mach Learning Res"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/11871842_45"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.58"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.248"}],"container-title":["IEEE Transactions on Biomedical Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10\/7593410\/07407336.pdf?arnumber=7407336","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:11:10Z","timestamp":1642003870000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7407336\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,11]]},"references-count":61,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/tbme.2016.2530141","relation":{},"ISSN":["0018-9294","1558-2531"],"issn-type":[{"type":"print","value":"0018-9294"},{"type":"electronic","value":"1558-2531"}],"subject":[],"published":{"date-parts":[[2016,11]]}}}