{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T11:10:04Z","timestamp":1730200204505,"version":"3.28.0"},"reference-count":57,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,12,10]],"date-time":"2020-12-10T00:00:00Z","timestamp":1607558400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,12,10]],"date-time":"2020-12-10T00:00:00Z","timestamp":1607558400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,12,10]],"date-time":"2020-12-10T00:00:00Z","timestamp":1607558400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,12,10]]},"DOI":"10.1109\/bigdata50022.2020.9377748","type":"proceedings-article","created":{"date-parts":[[2021,3,19]],"date-time":"2021-03-19T17:10:21Z","timestamp":1616173821000},"page":"1186-1195","source":"Crossref","is-referenced-by-count":0,"title":["Prognostication and Outcome-specific Risk Factor Identification for Diabetes Care via Private-shared Multi-task Learning"],"prefix":"10.1109","author":[{"given":"Bin","family":"Liu","sequence":"first","affiliation":[]},{"given":"Ying","family":"Li","sequence":"additional","affiliation":[]},{"given":"Kenney","family":"Ng","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1046\/j.1365-2362.1998.0280s2014.x"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocy032"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783308"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1161\/CIRCOUTCOMES.116.002797"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.pop.2012.11.003"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s00405-016-4388-4"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1089\/big.2015.0020"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-018-0239-8"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1097\/OPX.0000000000001025"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1089\/big.2015.0029"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1111\/j.1751-7176.2011.00434.x"},{"key":"ref27","article-title":"Early prediction of diabetes complications from electronic health records: A multi-task survival analysis approach","author":"liu","year":"2018","journal-title":"Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1002\/art.1780080450"},{"key":"ref2","doi-asserted-by":"crossref","first-page":"5s","DOI":"10.2337\/diacare.26.2007.S5","article-title":"Report of the expert committee on the diagnosis and classification of diabetes mellitus","volume":"26","year":"2003","journal-title":"Diabetes Care"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.2337\/dci18-0007"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1055\/s-2002-35402"},{"key":"ref22","first-page":"964","article-title":"A dirty model for multi-task learning","author":"jalali","year":"2010","journal-title":"Advances in neural information processing systems"},{"journal-title":"IDF Diabetes Atlas 2017","year":"2017","key":"ref21"},{"key":"ref24","first-page":"122","article-title":"Multi-task learning to identify outcome-specific risk factors that distinguish individual micro and macrovascular complications of type 2 diabetes","volume":"2017","author":"kim","year":"2018","journal-title":"AMIA Summits on Translational Science Proceedings"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1093\/tropej\/48.4.204"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2904060"},{"key":"ref25","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"arXiv preprint arXiv 1412 6980"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.7150\/ijbs.21379"},{"key":"ref51","first-page":"2797","article-title":"Patient risk stratification with time-varying parameters: a multitask learning approach","volume":"17","author":"wiens","year":"2016","journal-title":"The Journal of Machine Learning Research"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020549"},{"key":"ref56","article-title":"A survey on multi-task learning","author":"zhang","year":"2017","journal-title":"arXiv preprint arXiv 1707 08114"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1145\/3127881"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1137\/120887795"},{"key":"ref53","first-page":"5409","article-title":"Nonoverlap-promoting variable selection","author":"xie","year":"2018","journal-title":"35th International Conference on Machine Learning"},{"journal-title":"Global report on Diabetes","year":"2016","key":"ref52"},{"key":"ref10","first-page":"147","article-title":"Is hypertriglyceridemia a prognostic factor in sepsis?","volume":"10","author":"cetinkaya","year":"2014","journal-title":"Therapeutics and Clinical Risk Management"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/2086737.2086742"},{"key":"ref40","first-page":"1121","article-title":"Various epidemiological aspects of hyperuricemia and gout in mexico: incidence and the cardiovascular risk factor","volume":"48","author":"robles","year":"1978","journal-title":"Archivos del Instituto de Cardiologia de Mexico"},{"key":"ref12","article-title":"Patient stratification using electronic health records from a chronic disease management program","author":"chen","year":"2016","journal-title":"IEEE Journal of Biomedical and Health Informatics"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611974348.49"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocw112"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"32","DOI":"10.1016\/S0190-9622(86)70003-0","article-title":"Eosinophilic cellulitis associated with urticaria: a report of two cases","volume":"14","author":"dijkstra","year":"1986","journal-title":"Journal of the American Academy of Dermatology"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1152\/physrev.00045.2011"},{"key":"ref17","first-page":"600","article-title":"Low-rank and sparse structure pursuit via alternating minimization","author":"gu","year":"2016","journal-title":"Artificial Intelligence and Statistics"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1136\/amiajnl-2013-002151"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1197\/jamia.M2846"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1137\/080716542"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-007-5040-8"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.2522\/ptj.20080008"},{"key":"ref5","first-page":"343","article-title":"Domain separation networks","author":"bousmalis","year":"2016","journal-title":"Advances in neural information processing systems"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2788613"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007379606734"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1152\/ajprenal.00099.2005"},{"journal-title":"National Diabetes Statistics Report","article-title":"National diabetes statistics report: estimates of diabetes and its burden in the united states","year":"2017","key":"ref9"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1996.tb02080.x"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1136\/amiajnl-2013-001790"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1097\/MD.0000000000004669"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.2340\/00015555-0653"},{"key":"ref42","first-page":"2012","article-title":"Schnitzler’s disease as an important differential diagnosis of chronic recurrent multifocal osteomyelitis: a case report","author":"schr\u00f6dl","year":"2012","journal-title":"Case reports in rheumatology"},{"key":"ref41","first-page":"20","article-title":"Structural changes of subcutaneous tissue valued by ultrasonography in patients with cellulitis following treatment with the pnkcelulitis® program","volume":"11","author":"roe","year":"2018","journal-title":"J Clin Aesthet Dermatol"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783324"},{"key":"ref43","first-page":"748","article-title":"A framework for individualizing predictions of disease trajectories by exploiting multi-resolution structure","author":"schulam","year":"2015","journal-title":"Advances in neural information processing systems"}],"event":{"name":"2020 IEEE International Conference on Big Data (Big Data)","start":{"date-parts":[[2020,12,10]]},"location":"Atlanta, GA, USA","end":{"date-parts":[[2020,12,13]]}},"container-title":["2020 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9377717\/9377728\/09377748.pdf?arnumber=9377748","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,27]],"date-time":"2022-06-27T11:47:25Z","timestamp":1656330445000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9377748\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,12,10]]},"references-count":57,"URL":"https:\/\/doi.org\/10.1109\/bigdata50022.2020.9377748","relation":{},"subject":[],"published":{"date-parts":[[2020,12,10]]}}}