{"id":"https://openalex.org/W3116472376","doi":"https://doi.org/10.1080/24751839.2020.1843121","title":"Deep learning approach on tabular data to predict early-onset neonatal sepsis","display_name":"Deep learning approach on tabular data to predict early-onset neonatal sepsis","publication_year":2020,"publication_date":"2020-12-25","ids":{"openalex":"https://openalex.org/W3116472376","doi":"https://doi.org/10.1080/24751839.2020.1843121","mag":"3116472376"},"language":"en","primary_location":{"id":"doi:10.1080/24751839.2020.1843121","is_oa":true,"landing_page_url":"https://doi.org/10.1080/24751839.2020.1843121","pdf_url":null,"source":{"id":"https://openalex.org/S4210226961","display_name":"Journal of Information and Telecommunication","issn_l":"2475-1839","issn":["2475-1839","2475-1847"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information and Telecommunication","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1080/24751839.2020.1843121","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064866537","display_name":"Redwan Hasif Alvi","orcid":null},"institutions":[{"id":"https://openalex.org/I157386601","display_name":"North South University","ror":"https://ror.org/05wdbfp45","country_code":"BD","type":"education","lineage":["https://openalex.org/I157386601"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Redwan Hasif Alvi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100647522","display_name":"Md. Habibur Rahman","orcid":"https://orcid.org/0000-0001-6422-5645"},"institutions":[{"id":"https://openalex.org/I157386601","display_name":"North South University","ror":"https://ror.org/05wdbfp45","country_code":"BD","type":"education","lineage":["https://openalex.org/I157386601"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Habibur Rahman","raw_affiliation_strings":["Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074641138","display_name":"Adib Al Shaeed Khan","orcid":null},"institutions":[{"id":"https://openalex.org/I157386601","display_name":"North South University","ror":"https://ror.org/05wdbfp45","country_code":"BD","type":"education","lineage":["https://openalex.org/I157386601"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Adib Al Shaeed Khan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071303493","display_name":"Rashedur M. Rahman","orcid":"https://orcid.org/0000-0002-4514-6279"},"institutions":[{"id":"https://openalex.org/I157386601","display_name":"North South University","ror":"https://ror.org/05wdbfp45","country_code":"BD","type":"education","lineage":["https://openalex.org/I157386601"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Rashedur M. Rahman","raw_affiliation_strings":["Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5071303493"],"corresponding_institution_ids":["https://openalex.org/I157386601"],"apc_list":{"value":925,"currency":"GBP","value_usd":1134},"apc_paid":{"value":925,"currency":"GBP","value_usd":1134},"fwci":1.7732,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.86203631,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"5","issue":"2","first_page":"226","last_page":"246"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10218","display_name":"Sepsis Diagnosis and Treatment","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T10218","display_name":"Sepsis Diagnosis and Treatment","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T11961","display_name":"Neonatal and Maternal Infections","score":0.9746000170707703,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9136000275611877,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sepsis","display_name":"Sepsis","score":0.7350501418113708},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.661112904548645},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6560262441635132},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5886764526367188},{"id":"https://openalex.org/keywords/neonatal-sepsis","display_name":"Neonatal sepsis","score":0.5847654342651367},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5807797908782959},{"id":"https://openalex.org/keywords/intensive-care","display_name":"Intensive care","score":0.5061783194541931},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.49042221903800964},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.48606351017951965},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.4653039574623108},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4482267200946808},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.4177977442741394},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.3030976951122284},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.09087538719177246}],"concepts":[{"id":"https://openalex.org/C2778384902","wikidata":"https://www.wikidata.org/wiki/Q183134","display_name":"Sepsis","level":2,"score":0.7350501418113708},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.661112904548645},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6560262441635132},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5886764526367188},{"id":"https://openalex.org/C2775953899","wikidata":"https://www.wikidata.org/wiki/Q6993495","display_name":"Neonatal sepsis","level":3,"score":0.5847654342651367},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5807797908782959},{"id":"https://openalex.org/C2987404301","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care","level":2,"score":0.5061783194541931},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.49042221903800964},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.48606351017951965},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.4653039574623108},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4482267200946808},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.4177977442741394},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.3030976951122284},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.09087538719177246}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/24751839.2020.1843121","is_oa":true,"landing_page_url":"https://doi.org/10.1080/24751839.2020.1843121","pdf_url":null,"source":{"id":"https://openalex.org/S4210226961","display_name":"Journal of Information and Telecommunication","issn_l":"2475-1839","issn":["2475-1839","2475-1847"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information and Telecommunication","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c5b1a31875c846bc9f92b6a90abf3a7c","is_oa":true,"landing_page_url":"https://doaj.org/article/c5b1a31875c846bc9f92b6a90abf3a7c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Information and Telecommunication, Vol 5, Iss 2, Pp 226-246 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/24751839.2020.1843121","is_oa":true,"landing_page_url":"https://doi.org/10.1080/24751839.2020.1843121","pdf_url":null,"source":{"id":"https://openalex.org/S4210226961","display_name":"Journal of Information and Telecommunication","issn_l":"2475-1839","issn":["2475-1839","2475-1847"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information and Telecommunication","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W46659105","https://openalex.org/W72791657","https://openalex.org/W142793689","https://openalex.org/W1866881459","https://openalex.org/W2074772891","https://openalex.org/W2097117768","https://openalex.org/W2101234009","https://openalex.org/W2106534536","https://openalex.org/W2137570937","https://openalex.org/W2166833790","https://openalex.org/W2187089797","https://openalex.org/W2293634267","https://openalex.org/W2372800617","https://openalex.org/W2523834880","https://openalex.org/W2604972438","https://openalex.org/W2750557731","https://openalex.org/W2800788706","https://openalex.org/W2900376335","https://openalex.org/W2908272230","https://openalex.org/W2915312288","https://openalex.org/W2941628039","https://openalex.org/W2962734882","https://openalex.org/W3087799866","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W2790351610","https://openalex.org/W2084285252","https://openalex.org/W2599100125","https://openalex.org/W2960932982","https://openalex.org/W2599691982","https://openalex.org/W4237910207","https://openalex.org/W4386093070","https://openalex.org/W2055930818","https://openalex.org/W4256281119","https://openalex.org/W2811261014"],"abstract_inverted_index":{"Neonatal":[0,34],"sepsis":[1,30,71,146],"that":[2,42,115],"is":[3,49,72,109],"a":[4,113],"major":[5],"threat":[6],"for":[7,23,54,61,93,126],"maternal":[8],"and":[9,26,66,87,129,160],"neonatal":[10,70,141,145],"health":[11],"worldwide.":[12],"In":[13],"this":[14,90],"work":[15],"we":[16,85],"design":[17,86],"non-invasive,":[18,39],"deep":[19,81],"learning":[20,82,136],"classification":[21,83],"models":[22,84],"predicting":[24,65],"accurately":[25],"efficiently":[27],"the":[28,55,58,62,74,103,106,119,167,170],"early-onset":[29,140],"in":[31,33,73,89,123,158],"neonates":[32],"Intensive":[35],"Care":[36],"Units.":[37],"By":[38],"it":[40],"means":[41],"no":[43],"external":[44],"instrument":[45],"or":[46,99],"foreign":[47],"body":[48],"introduced":[50],"when":[51],"taking":[52],"data":[53,59,147],"classifier.":[56],"Moreover,":[57],"collected":[60],"purpose":[63],"of":[64,76,105,118,163,169],"classifying":[67],"subjects":[68],"with":[69,95],"form":[75],"tabular,":[77],"structured":[78],"data.":[79,101],"The":[80],"propose":[88,111],"are":[91,153],"known":[92],"working":[94],"time":[96],"series,":[97],"sequential":[98],"image":[100],"Hence,":[102],"objective":[104],"current":[107],"research":[108],"to":[110,132,138,165],"such":[112],"model":[114],"makes":[116],"use":[117,130],"powerful":[120],"tools":[121],"inherent":[122],"Neural":[124,171],"Networks":[125,172],"pattern":[127],"recognition,":[128],"them":[131],"outperform":[133],"traditional":[134],"machine":[135],"algorithms":[137],"detect":[139],"sepsis.":[142],"Real":[143],"life":[144],"samples":[148],"from":[149],"two":[150],"different":[151],"hospitals":[152],"used":[154],"(Crecer\u2019s":[155],"Hospital":[156,162],"Centre":[157],"Cartagena-Colombia":[159],"Children\u2019s":[161],"Philadelphia)":[164],"make":[166],"evaluation":[168],"as":[173,175],"authentic":[174],"possible.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
