{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,4]],"date-time":"2026-04-04T18:23:18Z","timestamp":1775326998212,"version":"3.50.1"},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/access.2021.3081040","type":"journal-article","created":{"date-parts":[[2021,5,17]],"date-time":"2021-05-17T17:24:42Z","timestamp":1621272282000},"page":"73641-73650","source":"Crossref","is-referenced-by-count":15,"title":["Adversarial Learning on Incomplete and Imbalanced Medical Data for Robust Survival Prediction of Liver Transplant Patients"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9956-4003","authenticated-orcid":false,"given":"Ehsan","family":"Hallaji","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Windsor, Windsor, ON, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4330-3656","authenticated-orcid":false,"given":"Roozbeh","family":"Razavi-Far","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Windsor, Windsor, ON, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6768-8394","authenticated-orcid":false,"given":"Vasile","family":"Palade","sequence":"additional","affiliation":[{"name":"Centre for Data Science, Coventry University, Coventry, U.K."}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7587-4189","authenticated-orcid":false,"given":"Mehrdad","family":"Saif","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Windsor, Windsor, ON, Canada"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3011289"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2923688"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2992109"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1097\/SLA.0000000000003513"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1053\/jlts.2001.25879"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.arcontrol.2017.03.007"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1111\/j.1600-6143.2009.02571.x"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2017.02.020"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2014.2312336"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2951556"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/tcyb.2021.3054878"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2929270"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2974712"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/tsg.2021.3061395"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.transproceed.2018.03.137"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1111\/j.1600-6143.2006.01242.x"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1111\/j.1600-6143.2008.02400.x"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1111\/j.1600-6143.2008.02491.x"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1097\/SLA.0b013e3182365081"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2016.09.038"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2017.2755064"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ssci.2016.7849879"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2013.07.007"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s00726-010-0595-2"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2019.04.011"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2020.01.032"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2013.11.010"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2011.2161285"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2017.2751612"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2008.4633969"},{"key":"ref31","first-page":"1","article-title":"KNN approach to unbalanced data distributions: A case\n                        study involving information extraction","volume-title":"Proc. ICML Workshop Learn. Imbalanced Datasets","author":"Zhang"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ACSAT.2013.81"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2016.06.004"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2019.2938251"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2019.06.013"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.08.033"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s00134-013-2949-1"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/17.6.520"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1142\/S0219720006002302"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1002\/mpr.329"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2017.8258139"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btr597"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-7762-5_4"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1002\/hep.21025"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.5555\/2969033.2969125"},{"issue":"12","key":"ref46","first-page":"3371","article-title":"Stacked denoising autoencoders: Learning useful\n                        representations in a deep network with a local denoising\n                        criterion","volume":"11","author":"Vincent","year":"2010","journal-title":"J. Mach. Learn. Res."},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1006\/jcss.1997.1504"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.29172\/7c2a6982-6d72-4cd8-bba6-2fccb06a7011"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2020.107398"},{"key":"ref50","first-page":"1","article-title":"Adam: A method for stochastic\n                        optimization","volume-title":"Proc. 3rd Int. Conf. Learn.\n                        Represent.","author":"Kingma"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9312710\/09432931.pdf?arnumber=9432931","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,4]],"date-time":"2026-04-04T04:13:31Z","timestamp":1775276011000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9432931\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":50,"URL":"https:\/\/doi.org\/10.1109\/access.2021.3081040","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}