{"id":"https://openalex.org/W1908837073","doi":null,"title":"Finding hidden patterns of hospital infections on newborn: A data mining approach","display_name":"Finding hidden patterns of hospital infections on newborn: A data mining approach","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W1908837073","mag":"1908837073"},"language":"en","primary_location":{"id":"pmh:oai:dergipark.gov.tr:article/115703","doi":null,"is_oa":false,"landing_page_url":"http://dergipark.gov.tr/iuisletme/issue/9248/115703","pdf_url":null,"source":{"id":"https://openalex.org/S4210221085","display_name":"Istanbul Management Journal","issn_l":"1303-1732","issn":["1303-1732","2619-9254"],"is_oa":false,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","erih-plus","poland-20","tr-dizin"],"host_organization":"https://openalex.org/P4310318354","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/P4310318354"],"host_organization_lineage_names":["Istanbul University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"\\n Volume: 39, Issue: 2\\n 210-226\\n \\n","raw_type":"info:eu-repo/semantics/article"},"parent_works":[],"lineage":["https://openalex.org/W1908837073"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":[],"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/A5037789591","display_name":"Sona Mardikyan","orcid":"https://orcid.org/0000-0001-6965-2371","observed_orcids":["https://orcid.org/0000-0001-6965-2371"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sona Mardikyan","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-6965-2371","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103378868","display_name":"\u0130nci Aksoy","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u0130nci Aksoy","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5010830526","display_name":"Bertan Badur","orcid":"https://orcid.org/0000-0002-0298-8986","observed_orcids":["https://orcid.org/0000-0002-0298-8986"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bertan Badur","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-0298-8986","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":95},"biblio":{"volume":"39","issue":"2","first_page":"210","last_page":"226"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.4943999946117401,"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"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.4943999946117401,"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"}},{"id":"https://openalex.org/T11000","display_name":"Infection Control in Healthcare","score":0.19419999420642853,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"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":0.08049999922513962,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/nosocomial-infections","display_name":"nosocomial infections","score":0.9190000295639038},{"id":"https://openalex.org/keywords/neonatal-intensive-care","display_name":"neonatal intensive care","score":0.8050000071525574},{"id":"https://openalex.org/keywords/newborns","display_name":"neonates","score":0.7929999828338623},{"id":"https://openalex.org/keywords/risk-factors-for-infection","display_name":"infection risk factors","score":0.7490000128746033},{"id":"https://openalex.org/keywords/antibiotic-use","display_name":"antibiotic use","score":0.6919999718666077},{"id":"https://openalex.org/keywords/urinary-catheter","display_name":"urinary catheter","score":0.925000011920929},{"id":"https://openalex.org/keywords/enteral-nutrition","display_name":"enteral nutrition","score":0.7919999957084656},{"id":"https://openalex.org/keywords/total-parenteral-nutrition","display_name":"total parenteral nutrition","score":0.9649999737739563},{"id":"https://openalex.org/keywords/birth-weight","display_name":"birth weight","score":0.7689999938011169},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.7710000276565552},{"id":"https://openalex.org/keywords/chaid-decision-tree","display_name":"CHAID decision tree","score":0.9039999842643738},{"id":"https://openalex.org/keywords/data-mining","display_name":"data mining","score":0.4440000057220459}],"concepts":[{"id":"https://openalex.org/C16023879","wikidata":"https://www.wikidata.org/wiki/Q1023599","display_name":"CHAID","level":3,"score":0.7053651809692383},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5617252588272095},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.5055510997772217},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.46922191977500916},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.4567708671092987},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.44717004895210266},{"id":"https://openalex.org/C2777091541","wikidata":"https://www.wikidata.org/wiki/Q9008292","display_name":"Neonatal intensive care unit","level":2,"score":0.4242568612098694},{"id":"https://openalex.org/C2776376669","wikidata":"https://www.wikidata.org/wiki/Q5094647","display_name":"Intensive care unit","level":2,"score":0.41852447390556335},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.3639892637729645},{"id":"https://openalex.org/C187212893","wikidata":"https://www.wikidata.org/wiki/Q123028","display_name":"Pediatrics","level":1,"score":0.3002418279647827},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.26304200291633606},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2621794044971466},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.22086554765701294},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.13858312368392944}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:dergipark.gov.tr:article/115703","doi":null,"is_oa":false,"landing_page_url":"http://dergipark.gov.tr/iuisletme/issue/9248/115703","pdf_url":null,"source":{"id":"https://openalex.org/S4210221085","display_name":"Istanbul Management Journal","issn_l":"1303-1732","issn":["1303-1732","2619-9254"],"is_oa":false,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","erih-plus","poland-20","tr-dizin"],"host_organization":"https://openalex.org/P4310318354","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/P4310318354"],"host_organization_lineage_names":["Istanbul University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"\\n Volume: 39, Issue: 2\\n 210-226\\n \\n","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:dergipark.org.tr:article/115703","doi":null,"is_oa":false,"landing_page_url":"https://dergipark.org.tr/tr/pub/iuisletme/issue/9248/115703","pdf_url":null,"source":{"id":"https://openalex.org/S4210221085","display_name":"Istanbul Management Journal","issn_l":"1303-1732","issn":["1303-1732","2619-9254"],"is_oa":false,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","erih-plus","poland-20","tr-dizin"],"host_organization":"https://openalex.org/P4310318354","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/P4310318354"],"host_organization_lineage_names":["Istanbul University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"\u0130stanbul \u00dcniversitesi \u0130\u015fletme Fak\u00fcltesi Dergisi","raw_type":"info:eu-repo/semantics/article"},{"id":"mag:1908837073","doi":null,"is_oa":false,"landing_page_url":"https://dergipark.org.tr/tr/download/article-file/98159","pdf_url":null,"source":{"id":"https://openalex.org/S4210221085","display_name":"Istanbul Management Journal","issn_l":"1303-1732","issn":["1303-1732","2619-9254"],"is_oa":false,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","erih-plus","poland-20","tr-dizin"],"host_organization":"https://openalex.org/P4310318354","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/P4310318354"],"host_organization_lineage_names":["Istanbul University"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Istanbul University Journal of the School of Business","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.9987000226974487,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W129305155","https://openalex.org/W183850262","https://openalex.org/W1527532036","https://openalex.org/W1538196122","https://openalex.org/W1554663460","https://openalex.org/W1565377632","https://openalex.org/W1594031697","https://openalex.org/W1984138424","https://openalex.org/W2089545541","https://openalex.org/W2140190241","https://openalex.org/W2153476503","https://openalex.org/W2488002097","https://openalex.org/W2799061466","https://openalex.org/W3085162807"],"related_works":["https://openalex.org/W4236966058","https://openalex.org/W4396509600","https://openalex.org/W7025274785","https://openalex.org/W2737539164","https://openalex.org/W2314078675","https://openalex.org/W4318818431","https://openalex.org/W2326600286","https://openalex.org/W7055318685","https://openalex.org/W1537675404"],"abstract_inverted_index":{"Her":[0],"ge\u00e7en":[1],"g\u00fcn":[2],"g\u00f6r\u00fclme":[3],"s\u0131kl\u0131\u011f\u0131":[4],"artan":[5],"hastane":[6,31,116],"enfeksiyonlar\u0131,":[7],"\u00f6nemli":[8,104],"derecede":[9],"morbidite,":[10],"mortalite":[11],"ve":[12,17,50,58,65,74,84,93,98,112],"ekonomik":[13],"y\u00fcklere":[14],"neden":[15],"olmakta":[16],"yaln\u0131zca":[18],"sa\u011fl\u0131k":[19],"sekt\u00f6r\u00fcn\u00fc":[20],"de\u011fil,":[21],"t\u00fcm":[22],"toplumu":[23],"ilgilendirmektedir.":[24],"Bu":[25,81],"\u00e7al\u0131\u015fmada,":[26],"yenido\u011fan":[27],"yo\u011fun":[28],"bak\u0131m":[29],"\u00fcnitesindeki":[30],"enfeksiyonlar\u0131n\u0131n":[32,117],"tespit":[33],"edilmesi":[34],"i\u00e7in":[35],"veri":[36],"madencili\u011fi":[37],"y\u00f6ntemlerinin":[38],"uygulamas\u0131":[39],"sunulmaktad\u0131r.":[40],"Veri":[41],"seti":[42],"Eski\u015fehir":[43],"Osmangazi":[44],"\u00dcniversitesi,":[45],"T\u0131p":[46],"Fak\u00fcltesi,":[47],"Klinik":[48],"Mikrobiyoloji":[49],"Enfeksiyon":[51],"Hastal\u0131klar\u0131":[52],"B\u00f6l\u00fcm\u00fc":[53],"taraf\u0131ndan":[54],"haz\u0131rlanm\u0131\u015ft\u0131r.":[55],"Karar":[56],"a\u011fa\u00e7lar\u0131":[57,115],"yapay":[59],"sinir":[60,110],"a\u011flar\u0131":[61,111],"s\u0131n\u0131fland\u0131rma":[62],"modelleri":[63],"basit":[64],"\u00e7apraz":[66],"do\u011frulama":[67],"y\u00f6ntemleri":[68],"ile":[69],"kurulmu\u015ftur.":[70],"Model":[71],"kar\u015f\u0131la\u015ft\u0131rmada":[72],"do\u011fruluk":[73],"duyarl\u0131l\u0131k":[75],"oranlar\u0131":[76],"\u00f6ncelikli":[77],"olarak":[78,107],"dikkate":[79],"al\u0131nm\u0131\u015ft\u0131r.":[80],"\u00e7al\u0131\u015fmada":[82],"antibiyotik":[83],"\u00fcriner":[85],"kateter":[86,89],"kullan\u0131m\u0131,":[87],"periferik":[88],"kullan\u0131m":[90],"s\u00fcresi,":[91],"enteral":[92],"total":[94],"parenteral":[95],"beslenme":[96],"s\u00fcreleri":[97],"do\u011fum":[99],"a\u011f\u0131rl\u0131\u011f\u0131n\u0131n":[100],"gestasyonel":[101],"ya\u015fa":[102],"oran\u0131":[103],"risk":[105],"fakt\u00f6rleri":[106],"bulunmu\u015ftur.":[108],"Yapay":[109],"CHAID":[113],"karar":[114],"tespitinde":[118],"ba\u015far\u0131l\u0131":[119],"olmu\u015ftur.":[120]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2016-06-24T00:00:00"}
