{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,10]],"date-time":"2026-03-10T23:46:10Z","timestamp":1773186370210,"version":"3.50.1"},"reference-count":30,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"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":["IEEE Trans. Ind. Inf."],"published-print":{"date-parts":[[2019,10]]},"DOI":"10.1109\/tii.2019.2919168","type":"journal-article","created":{"date-parts":[[2019,5,27]],"date-time":"2019-05-27T23:19:41Z","timestamp":1558999181000},"page":"5682-5689","source":"Crossref","is-referenced-by-count":52,"title":["Scalable Healthcare Assessment for Diabetic Patients Using Deep Learning on Multiple GPUs"],"prefix":"10.1109","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1326-0867","authenticated-orcid":false,"given":"Daniel","family":"Sierra-Sosa","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9356-1186","authenticated-orcid":false,"given":"Begonya","family":"Garcia-Zapirain","sequence":"additional","affiliation":[]},{"given":"Cristian","family":"Castillo","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9730-7305","authenticated-orcid":false,"given":"Ibon","family":"Oleagordia","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9930-4589","authenticated-orcid":false,"given":"Roberto","family":"Nuno-Solinis","sequence":"additional","affiliation":[]},{"given":"Maider","family":"Urtaran-Laresgoiti","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5274-8596","authenticated-orcid":false,"given":"Adel","family":"Elmaghraby","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1001\/jama.1952.03680100006003"},{"key":"ref10","first-page":"72","article-title":"Prevalence and quality of care indicators of type 2 diabetes in the population of the Basque Country (Spain)","volume":"31","author":"edurne","year":"2015","journal-title":"Avances Diabetología"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/S2213-8587(16)30010-9"},{"key":"ref12","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0189505","article-title":"Is quality of life different between diabetic and non-diabetic people? The importance of cardiovascular risks","volume":"12","author":"pe\u00f1a-longobardo","year":"2017","journal-title":"PLoS ONE"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1111\/dme.12647"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1186\/1744-8603-9-17"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s00125-011-2404-1"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0180252"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.jdiacomp.2015.03.001"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1097\/MLR.0b013e318215d5e2"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0089787"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1111\/biom.12990"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.dsx.2016.08.002"},{"key":"ref27","first-page":"483","article-title":"Deep learning for imbalanced multimedia data classification. In multimedia (ISM)","author":"yan","year":"0","journal-title":"Proc - 2015 IEEE Int Symp Multimedia ISM"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/S2213-8587(17)30097-9"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.diabres.2009.10.007"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/IEMCON.2018.8614888"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/S1131-3587(07)75231-7"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s00125-011-2336-9"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pmed.0030442"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0162611"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s00125-003-1137-1"},{"key":"ref1","author":"g\u00e9ron","year":"2017","journal-title":"Hands-on machine learning with Scikit-Learn and TensorFlow concepts tools and techniques to build intelligent systems"},{"key":"ref20","author":"cucchiara","year":"2013","journal-title":"Applied Logistic Regression"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","article-title":"Regression shrinkage and selection via the lasso","volume":"58","author":"tibshirani","year":"1995","journal-title":"J Roy Statist Soc Series B"},{"key":"ref21","first-page":"1","article-title":"Regularization paths for generalized linear models via coordinate descent","volume":"33","author":"jerome","year":"2010","journal-title":"J Statist Softw"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.csbj.2014.11.005"},{"key":"ref23","first-page":"1157","article-title":"An introduction to variable and feature selection","volume":"3","author":"guyon","year":"2003","journal-title":"J Mach Learn Res"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2010.193"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.tox.2005.08.019"}],"container-title":["IEEE Transactions on Industrial Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9424\/8859532\/08723173.pdf?arnumber=8723173","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,18]],"date-time":"2024-07-18T18:37:16Z","timestamp":1721327836000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8723173\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10]]},"references-count":30,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/tii.2019.2919168","relation":{},"ISSN":["1551-3203","1941-0050"],"issn-type":[{"value":"1551-3203","type":"print"},{"value":"1941-0050","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,10]]}}}