{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,21]],"date-time":"2026-03-21T04:08:23Z","timestamp":1774066103372,"version":"3.50.1"},"reference-count":81,"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"}],"funder":[{"name":"PROEP-FIOCRUZ-CPqAM","award":["APQ-1597-2-02\/15CNPq"],"award-info":[{"award-number":["APQ-1597-2-02\/15CNPq"]}]},{"name":"PAPES VII","award":["401910\/2015-6"],"award-info":[{"award-number":["401910\/2015-6"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Biomed. Eng."],"published-print":{"date-parts":[[2019,10]]},"DOI":"10.1109\/tbme.2019.2897285","type":"journal-article","created":{"date-parts":[[2019,2,5]],"date-time":"2019-02-05T01:31:59Z","timestamp":1549330319000},"page":"2861-2868","source":"Crossref","is-referenced-by-count":70,"title":["Severe Dengue Prognosis Using Human Genome Data and Machine Learning"],"prefix":"10.1109","volume":"66","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8609-5458","authenticated-orcid":false,"given":"Caio","family":"Davi","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5133-9616","authenticated-orcid":false,"given":"Andre","family":"Pastor","sequence":"additional","affiliation":[]},{"given":"Thiego","family":"Oliveira","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1200-225X","authenticated-orcid":false,"given":"Fernando B. de Lima","family":"Neto","sequence":"additional","affiliation":[]},{"given":"Ulisses","family":"Braga-Neto","sequence":"additional","affiliation":[]},{"given":"Abigail W.","family":"Bigham","sequence":"additional","affiliation":[]},{"given":"Michael","family":"Bamshad","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3826-9358","authenticated-orcid":false,"given":"Ernesto T. A.","family":"Marques","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4994-0648","authenticated-orcid":false,"given":"Bartolomeu","family":"Acioli-Santos","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1093\/abbs\/gms122"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1186\/s12985-015-0383-4"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1038\/nature09907"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.4049\/jimmunol.0902728"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.18632\/oncotarget.7886"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0028632"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1016\/j.meegid.2017.04.003"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2017.8037457"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1016\/j.meegid.2015.10.006"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pntd.0003638"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1097\/QAD.0b013e3280ef6ae1"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1038\/nri3344"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0011267"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0007892"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pntd.0000196"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0004945"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1186\/s12887-018-1078-y"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s11517-017-1722-y"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcv.2015.01.011"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.4269\/ajtmh.2012.11-0469"},{"key":"ref60","first-page":"28","article-title":"Computational intelligence applied to human genome data for the dengue severity prognosis","author":"davi","year":"0","journal-title":"Proc Brazilian Symp Bioinformat"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1097\/01.inf.0000237918.85330.b9"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1086\/314680"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1086\/315072"},{"key":"ref28","first-page":"322","article-title":"A review of data mining classification techniques applied for diagnosis and prognosis of the arbovirus-dengue","volume":"8","author":"fathima","year":"2011","journal-title":"Int J Comput Sci Issues"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1001\/archneurol.2007.66"},{"key":"ref27","article-title":"Dengue fever in perspective of clustering algorithms","author":"shaukat","year":"2015","journal-title":"arXiv 1511 07353"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0609954104"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-immunol-032713-120231"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1186\/s12859-016-1034-5"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1074\/jbc.R116.774745"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1089\/jir.2010.0120"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1038\/emm.2014.110"},{"key":"ref2","author":"organization","year":"2009","journal-title":"Dengue Guidelines for Diagnosis Treatment Prevention and Control"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/nature12060"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1086\/340822"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.micinf.2005.06.014"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2249.2006.02996.x"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.4172\/2329-9533.1000140"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.4049\/jimmunol.177.3.1855"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1128\/JVI.02027-14"},{"key":"ref25","first-page":"587","article-title":"Computational prediction of immunodominant antigenic regions & potential protective epitopes for dengue vaccination","volume":"144","author":"muthusamy","year":"2016","journal-title":"Indian J Med Res"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-7687-1_192"},{"key":"ref51","first-page":"1871","article-title":"Liblinear: A library for large linear classification","volume":"9","author":"fan","year":"2008","journal-title":"J Mach Learning Res"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btu527"},{"key":"ref58","first-page":"37","article-title":"Evaluation: From precision, recall and f-measure to ROC, informedness, markedness and correlation","volume":"2","author":"powers","year":"2011","journal-title":"J Mach Learn Technol"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/GlobalSIP.2014.7032357"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2003.08.017"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btg419"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1137\/0916069"},{"key":"ref53","volume":"422","author":"mclachlan","year":"2005","journal-title":"Analyzing Microarray Gene Expression Data"},{"key":"ref52","first-page":"2825","article-title":"Scikit-learn: Machine learning in python","volume":"12","author":"pedregosa","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1086\/500949"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.humimm.2008.01.005"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s12098-017-2591-y"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0006782"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s00705-013-1645-3"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1111\/j.1574-695X.2012.00995.x"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.meegid.2017.11.009"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.jiph.2018.08.009"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.5483\/BMBRep.2005.38.1.009"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.4049\/jimmunol.176.6.3821"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1038\/nm887"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.4049\/jimmunol.175.4.2676"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1504671112"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.humimm.2007.09.007"},{"key":"ref3","first-page":"83","article-title":"Association of dengue hemorrhagic fever with the HLA system","volume":"20","author":"paradoa","year":"1987","journal-title":"Haematologia"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1006\/viro.2002.1704"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/ng1550"},{"key":"ref8","first-page":"102","article-title":"The role of complement in hemorrhagic shock syndrome (dengue)","volume":"86","author":"bokisch","year":"1973","journal-title":"Trans Ass Amer Physicians"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1086\/340365"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.4269\/ajtmh.2007.77.1128"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"6338","DOI":"10.4049\/jimmunol.161.11.6338","article-title":"Dengue virus infection of human endothelial cells leads to chemokine production, complement activation, and apoptosis","volume":"161","author":"avirutnan","year":"1998","journal-title":"J Immunology"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2017.09.013"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1038\/nature21056"},{"key":"ref48","article-title":"A novel PSO-MLP framework for feature selection and classification of gene expression data","volume":"1484","author":"sethi","year":"2013","journal-title":"Yeast"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.pnsc.2007.11.022"},{"key":"ref42","first-page":"41","article-title":"Applications of support vector machine (SVM) learning in cancer genomics","volume":"15","author":"huang","year":"2018","journal-title":"Cancer Genomics-Proteomics"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1038\/srep40242"},{"key":"ref44","first-page":"37","article-title":"Feature selection for classification: A review","author":"tang","year":"0","journal-title":"Data Classification Algorithms and Applications"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1023\/A:1012487302797"}],"container-title":["IEEE Transactions on Biomedical Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10\/8844138\/08633395.pdf?arnumber=8633395","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,13]],"date-time":"2023-09-13T11:32:25Z","timestamp":1694604745000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8633395\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10]]},"references-count":81,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/tbme.2019.2897285","relation":{},"ISSN":["0018-9294","1558-2531"],"issn-type":[{"value":"0018-9294","type":"print"},{"value":"1558-2531","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,10]]}}}