{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,31]],"date-time":"2025-10-31T16:59:28Z","timestamp":1761929968677,"version":"3.37.3"},"reference-count":53,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/OAPA.html"}],"funder":[{"DOI":"10.13039\/501100011892","name":"Kaohsiung Chang Gung Memorial Hospital","doi-asserted-by":"publisher","award":["CMRPG8G0421"],"award-info":[{"award-number":["CMRPG8G0421"]}],"id":[{"id":"10.13039\/501100011892","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100007844","name":"National Sun Yat-sen University","doi-asserted-by":"publisher","award":["06C0302211"],"award-info":[{"award-number":["06C0302211"]}],"id":[{"id":"10.13039\/100007844","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2018]]},"DOI":"10.1109\/access.2018.2884509","type":"journal-article","created":{"date-parts":[[2018,12,4]],"date-time":"2018-12-04T19:54:06Z","timestamp":1543953246000},"page":"76820-76830","source":"Crossref","is-referenced-by-count":7,"title":["Analysis of the 72-h Mortality of Emergency Room Septic Patients Based on a Deep Belief Network"],"prefix":"10.1109","volume":"6","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4703-8845","authenticated-orcid":false,"given":"Jau-Woei","family":"Perng","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4462-5515","authenticated-orcid":false,"given":"I-Hsi","family":"Kao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yen-Wei","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4726-6231","authenticated-orcid":false,"given":"Yi-Horng","family":"Lai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chih-Min","family":"Su","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shih-Chiang","family":"Hung","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mel S.","family":"Lee","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8158-9587","authenticated-orcid":false,"given":"Chia-Te","family":"Kung","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s00134-003-1662-x"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/s00134-012-2769-8"},{"key":"ref33","doi-asserted-by":"crossref","first-page":"586","DOI":"10.1016\/j.chest.2016.10.057","article-title":"Systemic inflammatory response syndrome, quick sequential organ function assessment, and organ dysfunction: Insights from a prospective database of ED patients with infection","volume":"151","author":"williams","year":"2017","journal-title":"Chest"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1186\/s13049-017-0399-4"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1097\/MEJ.0000000000000563"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2016.7591263"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2016.0288"},{"key":"ref36","doi-asserted-by":"crossref","first-page":"1644","DOI":"10.1378\/chest.101.6.1644","article-title":"Definitions for sepsis and organ failure and guidelines for the use of innovative therapies in sepsis","volume":"101","author":"bone","year":"1992","journal-title":"Chest"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1097\/01.mlr.0000182534.19832.83"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/5254.708428"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.05.102"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.07.056"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2016.2580594"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/BF01709751"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2016.0289"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2016.05.004"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2794354"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICHI.2016.16"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2017.2778939"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0194302"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s11235-015-9975-y"},{"key":"ref25","doi-asserted-by":"crossref","first-page":"713","DOI":"10.1109\/JCN.2016.000101","article-title":"An energy-efficient multicast algorithm with maximum network throughput in multi-hop wireless networks","volume":"18","author":"jiang","year":"2016","journal-title":"J Commun Netw"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-010-0420-4"},{"key":"ref51","first-page":"408","author":"hsieh","year":"2008","journal-title":"Proc 25th Int Conf Mach Learn"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/BF00058655"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1093\/comjnl\/7.4.303"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1049\/iet-rsn.2015.0647"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2016.2614923"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.4249\/scholarpedia.5947"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.datak.2007.03.016"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/IHMSC.2014.160"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2705644"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.scs.2017.08.004"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TNS.2017.2706184"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TRO.2015.2506731"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2013.2243743"},{"key":"ref19","first-page":"768","article-title":"Deep learning to predict patient future diseases from the electronic health records","author":"miotto","year":"2016","journal-title":"Proc Eur Conf IR Res"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s001340050931"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1097\/00003246-199811000-00016"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1001\/jama.286.14.1754"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s001340051281"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2016.0287"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1097\/CCM.0000000000001730"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1162\/089976602760128018"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-014-0007-7"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390224"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273596"},{"key":"ref48","first-page":"1","article-title":"Products of experts","author":"hinton","year":"1999","journal-title":"Proc 9th Int Conf Artif Neural Netw"},{"key":"ref47","doi-asserted-by":"crossref","first-page":"599","DOI":"10.1007\/978-3-642-35289-8_32","author":"hinton","year":"2012","journal-title":"Neural Networks Tricks of the Trade"},{"key":"ref42","first-page":"153","article-title":"Greedy layer-wise training of deep networks","author":"bengio","year":"2006","journal-title":"Proc 19th Int Conf Neural Inf Process Syst"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2006.18.7.1527"},{"key":"ref44","doi-asserted-by":"crossref","first-page":"504","DOI":"10.1126\/science.1127647","article-title":"Reducing the dimensionality of data with neural networks","volume":"313","author":"hinton","year":"2006","journal-title":"Science"},{"key":"ref43","first-page":"215","article-title":"An analysis of single-layer networks in unsupervised feature learning","author":"coates","year":"2011","journal-title":"Proc 14th Int Conf Artif Intell Statist"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8274985\/08558682.pdf?arnumber=8558682","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,27]],"date-time":"2022-01-27T02:04:09Z","timestamp":1643249049000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8558682\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"references-count":53,"URL":"https:\/\/doi.org\/10.1109\/access.2018.2884509","relation":{},"ISSN":["2169-3536"],"issn-type":[{"type":"electronic","value":"2169-3536"}],"subject":[],"published":{"date-parts":[[2018]]}}}