{"id":"https://openalex.org/W2800543972","doi":"https://doi.org/10.4018/ijhisi.2018070101","title":"The Diagnosis of Dengue Disease","display_name":"The Diagnosis of Dengue Disease","publication_year":2018,"publication_date":"2018-04-16","ids":{"openalex":"https://openalex.org/W2800543972","doi":"https://doi.org/10.4018/ijhisi.2018070101","mag":"2800543972"},"language":"en","primary_location":{"id":"doi:10.4018/ijhisi.2018070101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijhisi.2018070101","pdf_url":null,"source":{"id":"https://openalex.org/S139009114","display_name":"International Journal of Healthcare Information Systems and Informatics","issn_l":"1555-3396","issn":["1555-3396","1555-340X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Healthcare Information Systems and Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079656258","display_name":"Shalini Gambhir","orcid":"https://orcid.org/0000-0003-3609-6721"},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shalini Gambhir","raw_affiliation_strings":["SRM University, Sonepat, Haryana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SRM University, Sonepat, Haryana, India","institution_ids":["https://openalex.org/I4210131147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011569555","display_name":"Sanjay Kumar Malik","orcid":"https://orcid.org/0000-0002-6655-0879"},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sanjay Kumar Malik","raw_affiliation_strings":["SRM University, Sonepat, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SRM University, Sonepat, India","institution_ids":["https://openalex.org/I4210131147"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081663515","display_name":"Yugal Kumar","orcid":"https://orcid.org/0000-0003-3451-4897"},"institutions":[{"id":"https://openalex.org/I153954893","display_name":"Jaypee University of Information Technology","ror":"https://ror.org/00hshrf16","country_code":"IN","type":"education","lineage":["https://openalex.org/I153954893"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Yugal Kumar","raw_affiliation_strings":["Jaypee University of Information Technology, Solan, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jaypee University of Information Technology, Solan, India","institution_ids":["https://openalex.org/I153954893"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.7812,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.90012294,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"13","issue":"3","first_page":"1","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10166","display_name":"Mosquito-borne diseases and control","score":0.9708999991416931,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10166","display_name":"Mosquito-borne diseases and control","score":0.9708999991416931,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T14053","display_name":"Dengue and Mosquito Control Research","score":0.9682999849319458,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9550999999046326,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dengue-fever","display_name":"Dengue fever","score":0.9732441902160645},{"id":"https://openalex.org/keywords/chikungunya","display_name":"Chikungunya","score":0.695197582244873},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5769532918930054},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.544823169708252},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5092304944992065},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4955495595932007},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.43816882371902466},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42064839601516724},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.37446829676628113},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.36401069164276123},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3595174252986908},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.3538835942745209},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.11642587184906006},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.10485005378723145}],"concepts":[{"id":"https://openalex.org/C533803919","wikidata":"https://www.wikidata.org/wiki/Q30953","display_name":"Dengue fever","level":2,"score":0.9732441902160645},{"id":"https://openalex.org/C2781273456","wikidata":"https://www.wikidata.org/wiki/Q243257","display_name":"Chikungunya","level":3,"score":0.695197582244873},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5769532918930054},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.544823169708252},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5092304944992065},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4955495595932007},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.43816882371902466},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42064839601516724},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.37446829676628113},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.36401069164276123},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3595174252986908},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.3538835942745209},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.11642587184906006},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.10485005378723145}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijhisi.2018070101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijhisi.2018070101","pdf_url":null,"source":{"id":"https://openalex.org/S139009114","display_name":"International Journal of Healthcare Information Systems and Informatics","issn_l":"1555-3396","issn":["1555-3396","1555-340X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Healthcare Information Systems and Informatics","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jhisi0:v:13:y:2018:i:3:p:1-19","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJHISI.2018070101","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8799999952316284,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W94571269","https://openalex.org/W1508620301","https://openalex.org/W1528285574","https://openalex.org/W1594031697","https://openalex.org/W1625504505","https://openalex.org/W1680392829","https://openalex.org/W1700338946","https://openalex.org/W1715543708","https://openalex.org/W1817561967","https://openalex.org/W1912123407","https://openalex.org/W1983290796","https://openalex.org/W1998523455","https://openalex.org/W2002212699","https://openalex.org/W2017034971","https://openalex.org/W2022514969","https://openalex.org/W2047209176","https://openalex.org/W2052441117","https://openalex.org/W2060947741","https://openalex.org/W2062302861","https://openalex.org/W2078590217","https://openalex.org/W2079515288","https://openalex.org/W2084216522","https://openalex.org/W2087141873","https://openalex.org/W2111814036","https://openalex.org/W2112841646","https://openalex.org/W2124507796","https://openalex.org/W2124611117","https://openalex.org/W2125055259","https://openalex.org/W2126789944","https://openalex.org/W2131112023","https://openalex.org/W2131222241","https://openalex.org/W2138449377","https://openalex.org/W2140785063","https://openalex.org/W2142878424","https://openalex.org/W2149495038","https://openalex.org/W2149706766","https://openalex.org/W2181600400","https://openalex.org/W2339751448","https://openalex.org/W2507434646","https://openalex.org/W2541815448","https://openalex.org/W2543736282","https://openalex.org/W2584036714","https://openalex.org/W2588887174","https://openalex.org/W2763378230","https://openalex.org/W2963729695","https://openalex.org/W3183667919","https://openalex.org/W4233014035","https://openalex.org/W4236137412","https://openalex.org/W4388297464"],"related_works":["https://openalex.org/W2418053309","https://openalex.org/W4392145607","https://openalex.org/W2883249868","https://openalex.org/W2890636333","https://openalex.org/W4389954502","https://openalex.org/W2771255398","https://openalex.org/W2930428186","https://openalex.org/W3200027047","https://openalex.org/W4385770464","https://openalex.org/W4224262160"],"abstract_inverted_index":{"This":[0],"article":[1,99],"describes":[2],"how":[3],"Dengue":[4],"fever":[5,29],"is":[6,100,147],"a":[7,33,84,103,139],"fatal":[8],"and":[9,47,109,131,155,165,184],"hazardous":[10],"disease":[11,73,89],"resulting":[12],"from":[13],"the":[14,20,27,88,95,182],"bite":[15],"of":[16,19,26,32,35,65,71,97,112,144,158],"several":[17],"species":[18],"female":[21],"mosquito":[22],"(principally,":[23],"Aedesaegypti).":[24],"Symptoms":[25],"dengue":[28,52,72,113,151],"mimic":[30],"those":[31],"number":[34],"other":[36],"infectious":[37],"and/or":[38],"mosquito-borne":[39],"tropical":[40],"diseases":[41],"such":[42],"as":[43],"Viral":[44],"flu,":[45],"Chikungunya,":[46],"Zika":[48],"fever.":[49],"Yet,":[50],"with":[51],"fever,":[53],"human":[54],"life":[55],"can":[56,74,80],"be":[57],"more":[58],"at":[59],"risk":[60],"due":[61],"to":[62,91,101,175],"severe":[63],"depletion":[64],"blood":[66],"platelets.":[67],"Thus,":[68],"early":[69,107],"detection":[70,108],"ensure":[75],"saving":[76],"lives;":[77],"furthermore,":[78],"it":[79],"help":[81],"in":[82],"making":[83],"preventive":[85],"move":[86],"before":[87],"progresses":[90],"epidemic":[92],"proportion.":[93],"Hence,":[94],"target":[96],"this":[98,116],"propose":[102],"model":[104,173],"for":[105,137],"an":[106],"precise":[110],"diagnosis":[111],"disease.":[114],"In":[115],"article,":[117],"three":[118],"prevalent":[119],"machine":[120],"learning":[121],"methodologies,":[122],"including,":[123],"Artificial":[124],"Neural":[125],"Network":[126],"(ANN),":[127],"Decision":[128],"Tree":[129],"(DT)":[130],"Naive":[132],"Bayes":[133],"(NB)":[134],"are":[135],"evaluated":[136],"designing":[138],"diagnostic":[140,159,172],"model.":[141],"The":[142],"performance":[143,157,178],"these":[145],"models":[146,160],"assessed":[148],"utilizing":[149,161],"available":[150],"datasets.":[152],"Results":[153],"comparing":[154],"contrasting":[156],"accuracy,":[162],"sensitivity,":[163],"specificity":[164],"error":[166],"rate":[167],"parameters":[168],"showed":[169],"that":[170],"ANN-based":[171],"appears":[174],"yield":[176],"better":[177],"measures":[179],"over":[180],"both":[181],"DT":[183],"NB":[185],"models.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2018-05-17T00:00:00"}
