{"id":"https://openalex.org/W7120879538","doi":null,"title":"Um modelo multin\u00edvel para estrutura\u00e7\u00e3o de informa\u00e7\u00f5es contidas em evolu\u00e7\u00f5es de prontu\u00e1rios escritos em texto livre","display_name":"Um modelo multin\u00edvel para estrutura\u00e7\u00e3o de informa\u00e7\u00f5es contidas em evolu\u00e7\u00f5es de prontu\u00e1rios escritos em texto livre","publication_year":2024,"publication_date":"2024-07-31","ids":{"openalex":"https://openalex.org/W7120879538"},"language":"pt","primary_location":{"id":"pmh:oai:www.repositorio.jesuita.org.br:UNISINOS/13421","doi":null,"is_oa":true,"landing_page_url":"http://repositorio.jesuita.org.br/handle/UNISINOS/13421","pdf_url":"http://repositorio.jesuita.org.br/bitstream/UNISINOS/13421/1/Jezer%20Machado%20de%20Oliveira_PROTEGIDO.pdf","source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"instacron:UNISINOS","raw_type":"info:eu-repo/semantics/doctoralThesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://repositorio.jesuita.org.br/bitstream/UNISINOS/13421/1/Jezer%20Machado%20de%20Oliveira_PROTEGIDO.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5122463583","display_name":"Jezer Machado de Oliveira","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Oliveira, Jezer Machado de","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5122463583"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.7821999788284302,"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/T10350","display_name":"Electronic Health Records Systems","score":0.7821999788284302,"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/T12790","display_name":"Nursing Diagnosis and Documentation","score":0.07769999653100967,"subfield":{"id":"https://openalex.org/subfields/2922","display_name":"Research and Theory"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.049300000071525574,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/electronic-health-records","display_name":"electronic health records","score":0.765999972820282},{"id":"https://openalex.org/keywords/clinical-progress-notes","display_name":"clinical progress notes","score":0.7089999914169312},{"id":"https://openalex.org/keywords/unstructured-text","display_name":"unstructured text","score":0.6850000023841858},{"id":"https://openalex.org/keywords/information-structuring","display_name":"information structuring","score":0.7419999837875366},{"id":"https://openalex.org/keywords/multilevel-models","display_name":"multilevel models","score":0.7099999785423279},{"id":"https://openalex.org/keywords/clinical-information-extraction","display_name":"clinical information extraction","score":0.48500001430511475},{"id":"https://openalex.org/keywords/portuguese-language","display_name":"Portuguese language","score":0.4880000054836273},{"id":"https://openalex.org/keywords/structured-clinical-data","display_name":"structured clinical data","score":0.39899998903274536},{"id":"https://openalex.org/keywords/clinical-decision-support","display_name":"clinical decision support","score":0.3449999988079071}],"concepts":[{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.32339999079704285},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.2800999879837036},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.266400009393692},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.18569999933242798},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.1589999943971634},{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.15029999613761902},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.1501999944448471},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.14990000426769257},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.1362999975681305},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.13120000064373016}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:www.repositorio.jesuita.org.br:UNISINOS/13421","doi":null,"is_oa":true,"landing_page_url":"http://repositorio.jesuita.org.br/handle/UNISINOS/13421","pdf_url":"http://repositorio.jesuita.org.br/bitstream/UNISINOS/13421/1/Jezer%20Machado%20de%20Oliveira_PROTEGIDO.pdf","source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"instacron:UNISINOS","raw_type":"info:eu-repo/semantics/doctoralThesis"}],"best_oa_location":{"id":"pmh:oai:www.repositorio.jesuita.org.br:UNISINOS/13421","doi":null,"is_oa":true,"landing_page_url":"http://repositorio.jesuita.org.br/handle/UNISINOS/13421","pdf_url":"http://repositorio.jesuita.org.br/bitstream/UNISINOS/13421/1/Jezer%20Machado%20de%20Oliveira_PROTEGIDO.pdf","source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"instacron:UNISINOS","raw_type":"info:eu-repo/semantics/doctoralThesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7120879538.pdf","grobid_xml":"https://content.openalex.org/works/W7120879538.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W2218763909","https://openalex.org/W2626778328","https://openalex.org/W2899928658","https://openalex.org/W2915623326","https://openalex.org/W2950371387","https://openalex.org/W2952867657","https://openalex.org/W2971201854","https://openalex.org/W2978017171","https://openalex.org/W2998493587","https://openalex.org/W3090480605","https://openalex.org/W3129023631","https://openalex.org/W4394659876"],"related_works":["https://openalex.org/W4392334550","https://openalex.org/W7044762535","https://openalex.org/W1528042309","https://openalex.org/W2159432998","https://openalex.org/W4238175275","https://openalex.org/W2613203269","https://openalex.org/W7030308255","https://openalex.org/W7002215316","https://openalex.org/W171451153","https://openalex.org/W7218069540"],"abstract_inverted_index":{"A":[0,451],"\u00e1rea":[1],"m\u00e9dica":[2],"passou":[3],"por":[4,325],"uma":[5,37,75,85,96,102,110,136,152,164,177,232,364,440,475,495,552,571],"s\u00e9rie":[6,38,97,496],"de":[7,12,28,39,67,71,77,79,88,98,112,116,138,151,163,170,173,176,182,206,231,250,269,287,307,342,368,388,390,395,410,412,415,418,422,426,442,453,474,478,497,524,554,557,561,568,573,576,580,586],"transforma\u00e7\u00f5es":[8],"com":[9,192,328,521,547],"a":[10,23,49,149,265,299,376,403,512,532,539],"ado\u00e7\u00e3o":[11],"novas":[13],"tecnologias.":[14],"Um":[15,46],"dos":[16],"aspectos":[17],"que":[18,179,198,210,218,248,298,447,527],"sofreu":[19],"mudan\u00e7as":[20],"significativas":[21],"\u00e9":[22,48,323,334,362],"forma":[24,68,72,89,251],"como":[25,397,408],"as":[26,212,292,501],"informa\u00e7\u00f5es":[27,52,113,213,293],"um":[29,139,144,171,189,261,326,382,522],"paciente":[30,185],"s\u00e3o":[31,208,283],"armazenadas.":[32],"Os":[33,542],"prontu\u00e1rios":[34,270,457,520],"eletr\u00f4nicos":[35],"trouxeram":[36],"vantagens,":[40],"mas":[41],"ainda":[42],"apresentam":[43],"alguns":[44],"problemas.":[45],"deles":[47],"estrutura\u00e7\u00e3o":[50,108,266,337,365,569],"das":[51,86,267,436,462,492],"contidas":[53],"na":[54,241,275],"evolu\u00e7\u00e3o":[55,183,296],"cl\u00ednica.":[56],"Essas":[57],"evolu\u00e7\u00f5es":[58,268,460],"podem":[59],"ser":[60],"armazenadas":[61],"em":[62,156,272,467],"texto":[63,80,273,348],"livre,":[64],"isto":[65],"\u00e9,":[66],"n\u00e3o":[69,186,243],"estruturada;":[70],"semi-estruturada,":[73],"contendo":[74],"lista":[76],"campos":[78,99],"livre":[81,274],"para":[82,92,143,188,235,264,482,489,538,563,582],"categorizar":[83],"cada":[84,93,314,352],"informa\u00e7\u00f5es;":[87],"estruturada,":[90],"onde":[91],"informa\u00e7\u00e3o":[94,300,339],"existe":[95],"espec\u00edficos;":[100],"ou":[101],"combina\u00e7\u00e3o":[103],"destas":[104],"formas.":[105],"Uma":[106],"maior":[107,125],"traz":[109],"riqueza":[111],"e":[114,124,195,217,310,349,372,393,424,431,435,458,471,499,506,559,570,578],"facilidade":[115],"consulta":[117],"automatizada.":[118],"Por":[119,229],"outro":[120],"lado,":[121],"possui":[122],"rigidez":[123],"complexidade":[126],"no":[127,285,305,340,354,366],"seu":[128],"preenchimento.":[129],"Esse":[130],"problema":[131],"se":[132,360],"acentua":[133],"ao":[134,345],"realizar":[135],"migra\u00e7\u00e3o":[137,153,169,200],"prontu\u00e1rio":[140,145,174,190],"menos":[141,221,304],"estruturado":[142],"mais":[146],"estruturado,":[147],"visto":[148],"inviabilidade":[150],"direta.":[154],"Levando":[155],"conta":[157],"esses":[158,253],"aspectos,":[159],"este":[160,258],"estudo":[161],"surge":[162],"necessidade":[165],"concreta,":[166],"relacionada":[167],"\u00e0":[168],"software":[172,207],"eletr\u00f4nico":[175,191],"empresa":[178,446],"utilizava":[180],"registros":[181,193],"do":[184,281,378,384,433,549,565],"estruturados":[187,194],"semi-estruturados.":[196],"Para":[197,374,428,511],"essa":[199,483],"seja":[201,301,319],"eficaz,":[202],"os":[203,548],"seguintes":[204],"requisitos":[205],"imperativos:":[209],"todas":[211,291],"relevantes":[214,294],"sejam":[215,219,226,289],"mantidas":[216,290],"pelo":[220,303],"semi-estruturadas":[222],"e,":[223],"quando":[224,312],"poss\u00edvel,":[225,313,361],"completamente":[227],"estruturadas.":[228],"meio":[230],"revis\u00e3o":[233],"sistem\u00e1tica":[234],"encontrar":[236],"o":[237,332,347,429,449,486,490,507,535,583],"estado":[238],"da":[239,295,316,338,406],"arte":[240],"\u00e1rea,":[242],"foi":[244,380,438,509],"encontrada":[245],"nenhuma":[246],"proposta":[247],"atenda":[249],"satisfat\u00f3ria":[252],"requisitos.":[254],"Considerando":[255],"esse":[256],"contexto,":[257],"trabalho":[259],"prop\u00f5e":[260],"modelo":[262,282,322],"multin\u00edvel":[263],"escritos":[271],"l\u00edngua":[276],"portuguesa.":[277],"As":[278],"principais":[279],"premissas":[280],"que,":[284,311],"processo":[286],"estrutura\u00e7\u00e3o,":[288],"cl\u00ednica,":[297],"estruturada":[302],"n\u00edvel":[306,341,367,567,585],"sua":[308,343],"senten\u00e7a":[309,317,353],"entidade":[315],"tamb\u00e9m":[318,528],"estruturada.":[320],"O":[321],"formado":[324],"pipeline":[327,434,508],"dois":[329],"componentes":[330],"principais:":[331],"primeiro":[333,566],"respons\u00e1vel":[335],"pela":[336,445],"senten\u00e7a,":[344,413],"dividir":[346],"classificar":[350],"individualmente":[351],"padr\u00e3o":[355,487,536],"SOAP.":[356],"No":[357],"segundo":[358,584],"n\u00edvel,":[359],"feita":[363],"suas":[369],"entidades,":[370],"identificando-as":[371],"relacionando-as.":[373],"avaliar":[375],"viabilidade":[377],"modelo,":[379],"implementado":[381],"prot\u00f3tipo":[383],"pipeline,":[385,516,550],"utilizando":[386],"t\u00e9cnicas":[387],"processamento":[389],"linguagem":[391],"natural":[392],"aprendizado":[394],"m\u00e1quina,":[396],"modelos":[398],"BERT,":[399],"associando":[400],"seus":[401],"subcomponentes":[402],"tarefas":[404],"cl\u00e1ssicas":[405],"PLN,":[407],"detec\u00e7\u00e3o":[409],"limite":[411],"classifica\u00e7\u00e3o":[414],"senten\u00e7as,":[416,469,526],"reconhecimento":[417],"entidades":[419],"nomeadas,":[420],"extra\u00e7\u00e3o":[421],"rela\u00e7\u00e3o":[423],"correspond\u00eancia":[425],"ontologias.":[427],"treino":[430,491],"avalia\u00e7\u00e3o":[432,513,540,564],"redes,":[437],"utilizada":[439],"base":[441,452],"dados":[443,454],"fornecida":[444],"motivou":[448],"estudo.":[450],"cont\u00e9m":[455],"10.000":[456],"234.673":[459],"cl\u00ednicas,":[461],"quais":[463],"15.883":[464],"foram":[465,504,517,529,545],"divididas":[466],"100.021":[468],"classificadas":[470,530],"estruturadas":[472],"atrav\u00e9s":[473],"Interface":[476],"Gr\u00e1fica":[477],"Usu\u00e1rio":[479],"(GUI)":[480],"desenvolvida":[481],"tarefa,":[484],"formando":[485,534],"ouro":[488,537],"redes.":[493],"Ap\u00f3s":[494],"treinos":[498],"avalia\u00e7\u00f5es,":[500],"melhores":[502],"redes":[503],"selecionadas":[505],"implementado.":[510],"final":[514],"desse":[515],"utilizados":[518],"721":[519],"total":[523],"10.013":[525],"usando":[531],"GUI,":[533],"final.":[541],"resultados":[543],"obtidos":[544],"comparados":[546],"alcan\u00e7ando":[551],"acur\u00e1cia":[553,572],"0,8641,":[555],"precis\u00e3o":[556,575],"0,9493":[558],"medida-F":[560,579],"0,9029":[562],"0,8354,":[574],"0,9382":[577],"0,8815":[581],"estrutura\u00e7\u00e3o.":[587]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-01-10T00:00:00"}
