{"id":"https://openalex.org/W7203970950","doi":"https://doi.org/10.36557/2674-8169.2026v8n8p1210-1229","title":"AN\u00c1LISE FACIAL POR INTELIG\u00caNCIA ARTIFICIAL: UMA NOVA FERRAMENTA PARA AVALIA\u00c7\u00c3O E PLANEJAMENTO EST\u00c9TICO POR M\u00c9DICOS E CIRURGI\u00d5ES-DENTISTAS","display_name":"AN\u00c1LISE FACIAL POR INTELIG\u00caNCIA ARTIFICIAL: UMA NOVA FERRAMENTA PARA AVALIA\u00c7\u00c3O E PLANEJAMENTO EST\u00c9TICO POR M\u00c9DICOS E CIRURGI\u00d5ES-DENTISTAS","publication_year":2026,"publication_date":"2026-08-21","ids":{"openalex":"https://openalex.org/W7203970950","doi":"https://doi.org/10.36557/2674-8169.2026v8n8p1210-1229"},"language":"pt","primary_location":{"id":"doi:10.36557/2674-8169.2026v8n8p1210-1229","doi":"https://doi.org/10.36557/2674-8169.2026v8n8p1210-1229","is_oa":true,"landing_page_url":"https://doi.org/10.36557/2674-8169.2026v8n8p1210-1229","pdf_url":"https://bjihs.emnuvens.com.br/bjihs/article/download/7801/7509","source":{"id":"https://openalex.org/S4210224230","display_name":"Brazilian Journal of Implantology and Health Sciences","issn_l":"2674-8169","issn":["2674-8169"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brazilian Journal of Implantology and Health Sciences","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://bjihs.emnuvens.com.br/bjihs/article/download/7801/7509","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000743095","display_name":"Layannara Nascimento Santos","orcid":"https://orcid.org/0009-0006-2935-5931","observed_orcids":["https://orcid.org/0009-0006-2935-5931"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Layannara Nascimento Santos","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134326006","display_name":"Ana Carolina Bragan\u00e7a da Silva Rocha","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ana Carolina Bragan\u00e7a da Silva Rocha","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5144463104","display_name":"Ticiany de F\u00e1tima de Souza Duarte","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ticiany de F\u00e1tima de Souza Duarte","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5141044564","display_name":"Laura Cristina da Silva Faour-Velocci","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Laura Cristina da Silva Faour-Velocci","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133818710","display_name":"Luiz Henrique do Nascimento Velocci","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luiz Henrique do Nascimento Velocci","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140504341","display_name":"Juliana Martins Ferreira","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Juliana Martins Ferreira","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140489983","display_name":"Leandro Rago de Souza","orcid":"https://orcid.org/0009-0009-7986-8091","observed_orcids":["https://orcid.org/0009-0009-7986-8091"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Leandro Rago de Souza","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5147817109","display_name":"Sophia Fernandes dos Santos","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sophia Fernandes dos Santos","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042536639","display_name":"Carla Maria Melleiro Gimenez","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carla Maria Melleiro Gimenez","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082581168","display_name":"Eduardo Guimar\u00e3es Moreira Mangolin","orcid":"https://orcid.org/0000-0003-3415-2101","observed_orcids":["https://orcid.org/0000-0003-3415-2101"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eduardo Guimar\u00e3es Moreira Mangolin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122584206","display_name":"Luciene Santos Salles","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luciene Santos Salles","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111080046","display_name":"Diogo Henrique Juliano Pinto de Moura","orcid":"https://orcid.org/0009-0007-2841-4298","observed_orcids":["https://orcid.org/0009-0007-2841-4298"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Diogo Henrique Juliano Pinto de Moura","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107403653","display_name":"Eduarda Miranda Cattoni","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eduarda Miranda Cattoni","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135528948","display_name":"Maria Julia Marques Cruz Bog\u00e9a","orcid":"https://orcid.org/0009-0001-7020-0089","observed_orcids":["https://orcid.org/0009-0001-7020-0089"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maria Julia Marques Cruz Bog\u00e9a","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5147845040","display_name":"Ana Carolina Meireles Dias Bark","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ana Carolina Meireles Dias Bark","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5147836108","display_name":"Cristiane Cunha Lima","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cristiane Cunha Lima","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5147862702","display_name":"Luiza Nunes Cardoso","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luiza Nunes Cardoso","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5147833188","display_name":"Karina Vict\u00f3ria Campos Santos","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Karina Vict\u00f3ria Campos Santos","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5110384795","display_name":"Rodney Capp Pallotta","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rodney Capp Pallotta","raw_affiliation_strings":[],"raw_orcid":null,"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":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":"8","first_page":"1210","last_page":"1229"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10356","display_name":"Orthodontics and Dentofacial Orthopedics","score":0.7979000210762024,"subfield":{"id":"https://openalex.org/subfields/3505","display_name":"Orthodontics"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10356","display_name":"Orthodontics and Dentofacial Orthopedics","score":0.7979000210762024,"subfield":{"id":"https://openalex.org/subfields/3505","display_name":"Orthodontics"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11363","display_name":"Dental Radiography and Imaging","score":0.15530000627040863,"subfield":{"id":"https://openalex.org/subfields/3504","display_name":"Oral Surgery"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.01269999984651804,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/facial-analysis","display_name":"facial analysis","score":0.9290000200271606},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.9589999914169312},{"id":"https://openalex.org/keywords/facial-asymmetry","display_name":"facial asymmetry","score":0.8109999895095825},{"id":"https://openalex.org/keywords/facial-proportions","display_name":"facial proportions","score":0.8629999756813049},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.6549999713897705},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.5759999752044678},{"id":"https://openalex.org/keywords/3d-imaging","display_name":"3D imaging","score":0.6589999794960022},{"id":"https://openalex.org/keywords/clinical-decision-support","display_name":"clinical decision support","score":0.6520000100135803}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5267999768257141},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.45159998536109924},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.3880999982357025},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2840000092983246},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.27639999985694885},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.24660000205039978},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.23510000109672546},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.23090000450611115},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.210999995470047},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.19480000436306}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.36557/2674-8169.2026v8n8p1210-1229","doi":"https://doi.org/10.36557/2674-8169.2026v8n8p1210-1229","is_oa":true,"landing_page_url":"https://doi.org/10.36557/2674-8169.2026v8n8p1210-1229","pdf_url":"https://bjihs.emnuvens.com.br/bjihs/article/download/7801/7509","source":{"id":"https://openalex.org/S4210224230","display_name":"Brazilian Journal of Implantology and Health Sciences","issn_l":"2674-8169","issn":["2674-8169"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brazilian Journal of Implantology and Health Sciences","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.36557/2674-8169.2026v8n8p1210-1229","doi":"https://doi.org/10.36557/2674-8169.2026v8n8p1210-1229","is_oa":true,"landing_page_url":"https://doi.org/10.36557/2674-8169.2026v8n8p1210-1229","pdf_url":"https://bjihs.emnuvens.com.br/bjihs/article/download/7801/7509","source":{"id":"https://openalex.org/S4210224230","display_name":"Brazilian Journal of Implantology and Health Sciences","issn_l":"2674-8169","issn":["2674-8169"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brazilian Journal of Implantology and Health Sciences","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6240000128746033}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7203970950.pdf","grobid_xml":"https://content.openalex.org/works/W7203970950.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7170035785","https://openalex.org/W7119348411","https://openalex.org/W7221736992","https://openalex.org/W7204991572","https://openalex.org/W7119424292","https://openalex.org/W4415216800","https://openalex.org/W7222787454","https://openalex.org/W4390616109","https://openalex.org/W4403852457","https://openalex.org/W7204817201"],"abstract_inverted_index":{"A":[0],"an\u00e1lise":[1,76,125,208],"facial":[2,209],"\u00e9":[3],"uma":[4,66,203],"etapa":[5],"fundamental":[6],"para":[7,84,150,164,206,216],"a":[8,36,42,70,85,152,154,157,165,199,207],"avalia\u00e7\u00e3o":[9,86,113,131,229],"e":[10,19,25,51,82,87,98,109,128,134,138,156,177,192,210,220,231],"o":[11,31,88,211,237],"planejamento":[12,89,212],"de":[13,48,55,65,103,105,122,126,132,140,167,181,188,194],"procedimentos":[14],"est\u00e9ticos":[15],"realizados":[16],"por":[17,63],"m\u00e9dicos":[18],"cirurgi\u00f5es-dentistas,":[20],"permitindo":[21],"identificar":[22],"propor\u00e7\u00f5es,":[23],"assimetrias":[24],"caracter\u00edsticas":[26],"dos":[27,142,179,190],"tecidos":[28,143],"faciais.":[29],"Com":[30],"avan\u00e7o":[32],"das":[33,159],"tecnologias":[34],"digitais,":[35],"intelig\u00eancia":[37,73,200],"artificial":[38,74,201],"tem":[39],"sido":[40],"incorporada":[41],"esse":[43],"processo":[44],"como":[45,60],"ferramenta":[46,204],"capaz":[47],"automatizar":[49],"mensura\u00e7\u00f5es":[50],"auxiliar":[52],"na":[53,75,112,119],"interpreta\u00e7\u00e3o":[54,136],"imagens.":[56],"Este":[57],"trabalho":[58],"teve":[59],"objetivo":[61],"analisar,":[62],"meio":[64],"revis\u00e3o":[67],"da":[68,72],"literatura,":[69],"aplica\u00e7\u00e3o":[71],"facial,":[77],"destacando":[78],"suas":[79],"contribui\u00e7\u00f5es,":[80],"possibilidades":[81],"limita\u00e7\u00f5es":[83,173],"est\u00e9tico.":[90],"Foram":[91],"analisados":[92],"estudos":[93,146],"cient\u00edficos":[94],"publicados":[95],"entre":[96,185],"2021":[97],"2025":[99],"relacionados":[100],"\u00e0":[101,175,228,232],"utiliza\u00e7\u00e3o":[102,224],"aprendizado":[104,107],"m\u00e1quina,":[106],"profundo":[108],"redes":[110],"neurais":[111],"craniofacial.":[114],"As":[115],"evid\u00eancias":[116],"demonstraram":[117],"aplica\u00e7\u00f5es":[118],"localiza\u00e7\u00e3o":[120],"autom\u00e1tica":[121],"pontos":[123],"anat\u00f4micos,":[124],"fotografias":[127],"imagens":[129],"tridimensionais,":[130],"propor\u00e7\u00f5es":[133],"assimetrias,":[135],"cefalom\u00e9trica":[137],"previs\u00e3o":[139],"altera\u00e7\u00f5es":[141],"moles.":[144],"Os":[145],"tamb\u00e9m":[147],"indicaram":[148],"potencial":[149],"aumentar":[151],"padroniza\u00e7\u00e3o,":[153],"rapidez":[155],"reprodutibilidade":[158],"avalia\u00e7\u00f5es,":[160],"oferecendo":[161],"informa\u00e7\u00f5es":[162],"complementares":[163],"tomada":[166],"decis\u00e3o":[168],"cl\u00ednica.":[169,196],"Entretanto,":[170],"foram":[171],"identificadas":[172],"relacionadas":[174],"qualidade":[176],"diversidade":[178],"bancos":[180],"dados,":[182],"precis\u00e3o":[183],"vari\u00e1vel":[184],"sistemas,":[186],"capacidade":[187],"generaliza\u00e7\u00e3o":[189],"algoritmos":[191],"necessidade":[193],"valida\u00e7\u00e3o":[195],"Conclui-se":[197],"que":[198],"representa":[202],"promissora":[205],"est\u00e9tico,":[213],"podendo":[214],"contribuir":[215],"avalia\u00e7\u00f5es":[217],"mais":[218],"objetivas":[219],"individualizadas.":[221],"Contudo,":[222],"sua":[223],"deve":[225],"permanecer":[226],"associada":[227],"cl\u00ednica":[230],"supervis\u00e3o":[233],"profissional,":[234],"n\u00e3o":[235],"substituindo":[236],"julgamento":[238],"do":[239],"m\u00e9dico":[240],"ou":[241],"cirurgi\u00e3o-dentista":[242],"respons\u00e1vel":[243],"pelo":[244],"tratamento.":[245]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-08-23T00:00:00"}