{"id":"https://openalex.org/W4389724408","doi":"https://doi.org/10.1109/clei60451.2023.10346154","title":"Classification of Facial Images Using Deep Learning Models to Support ASD Identification","display_name":"Classification of Facial Images Using Deep Learning Models to Support ASD Identification","publication_year":2023,"publication_date":"2023-10-16","ids":{"openalex":"https://openalex.org/W4389724408","doi":"https://doi.org/10.1109/clei60451.2023.10346154"},"language":"en","primary_location":{"id":"doi:10.1109/clei60451.2023.10346154","is_oa":false,"landing_page_url":"https://doi.org/10.1109/clei60451.2023.10346154","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 XLIX Latin American Computer Conference (CLEI)","raw_type":"proceedings-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/A5003920852","display_name":"Jos\u00e9 Nazareno Alves Rodrigues","orcid":"https://orcid.org/0000-0003-1331-196X"},"institutions":[{"id":"https://openalex.org/I3121799822","display_name":"Universidade Federal do Piau\u00ed","ror":"https://ror.org/00kwnx126","country_code":"BR","type":"education","lineage":["https://openalex.org/I3121799822"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Jos\u00e9 Nazareno Alves Rodrigues","raw_affiliation_strings":["Universidade Federal do Piau&#x00ED; (UFPI),Departamento de Computa&#x00E7;&#x00E3;o,Teresina,PI,Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal do Piau&#x00ED; (UFPI),Departamento de Computa&#x00E7;&#x00E3;o,Teresina,PI,Brazil","institution_ids":["https://openalex.org/I3121799822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080600223","display_name":"Kelson Aires","orcid":"https://orcid.org/0000-0002-3938-5089"},"institutions":[{"id":"https://openalex.org/I3121799822","display_name":"Universidade Federal do Piau\u00ed","ror":"https://ror.org/00kwnx126","country_code":"BR","type":"education","lineage":["https://openalex.org/I3121799822"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Kelson Romulo Teixeira Aires","raw_affiliation_strings":["Universidade Federal do Piau&#x00ED; (UFPI),Departamento de Computa&#x00E7;&#x00E3;o,Teresina,PI,Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal do Piau&#x00ED; (UFPI),Departamento de Computa&#x00E7;&#x00E3;o,Teresina,PI,Brazil","institution_ids":["https://openalex.org/I3121799822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088021525","display_name":"Andr\u00e9 Soares","orcid":"https://orcid.org/0000-0002-3909-8610"},"institutions":[{"id":"https://openalex.org/I3121799822","display_name":"Universidade Federal do Piau\u00ed","ror":"https://ror.org/00kwnx126","country_code":"BR","type":"education","lineage":["https://openalex.org/I3121799822"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Castelo Branco Soares","raw_affiliation_strings":["Universidade Federal do Piau&#x00ED; (UFPI),Departamento de Computa&#x00E7;&#x00E3;o,Teresina,PI,Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal do Piau&#x00ED; (UFPI),Departamento de Computa&#x00E7;&#x00E3;o,Teresina,PI,Brazil","institution_ids":["https://openalex.org/I3121799822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052544532","display_name":"Vin\u00edcius Ponte Machado","orcid":"https://orcid.org/0000-0003-3391-8443"},"institutions":[{"id":"https://openalex.org/I3121799822","display_name":"Universidade Federal do Piau\u00ed","ror":"https://ror.org/00kwnx126","country_code":"BR","type":"education","lineage":["https://openalex.org/I3121799822"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Vinicius Ponte Machado","raw_affiliation_strings":["Universidade Federal do Piau&#x00ED; (UFPI),Departamento de Computa&#x00E7;&#x00E3;o,Teresina,PI,Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal do Piau&#x00ED; (UFPI),Departamento de Computa&#x00E7;&#x00E3;o,Teresina,PI,Brazil","institution_ids":["https://openalex.org/I3121799822"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005236232","display_name":"Rodrigo Veras","orcid":"https://orcid.org/0000-0001-8180-4032"},"institutions":[{"id":"https://openalex.org/I3121799822","display_name":"Universidade Federal do Piau\u00ed","ror":"https://ror.org/00kwnx126","country_code":"BR","type":"education","lineage":["https://openalex.org/I3121799822"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rodrigo de Melo Souza Veras","raw_affiliation_strings":["Universidade Federal do Piau&#x00ED; (UFPI),Departamento de Computa&#x00E7;&#x00E3;o,Teresina,PI,Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal do Piau&#x00ED; (UFPI),Departamento de Computa&#x00E7;&#x00E3;o,Teresina,PI,Brazil","institution_ids":["https://openalex.org/I3121799822"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5003920852"],"corresponding_institution_ids":["https://openalex.org/I3121799822"],"apc_list":null,"apc_paid":null,"fwci":0.3616,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.59953649,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.7726409435272217},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7132605910301208},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6768575310707092},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.6231428384780884},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.5857254266738892},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.5396537780761719},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5391976833343506},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.515214741230011},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48019611835479736},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3744524419307709},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3510344624519348},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.17676955461502075},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.12020519375801086}],"concepts":[{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.7726409435272217},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7132605910301208},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6768575310707092},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.6231428384780884},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.5857254266738892},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.5396537780761719},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5391976833343506},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.515214741230011},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48019611835479736},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3744524419307709},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3510344624519348},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.17676955461502075},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.12020519375801086},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/clei60451.2023.10346154","is_oa":false,"landing_page_url":"https://doi.org/10.1109/clei60451.2023.10346154","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 XLIX Latin American Computer Conference (CLEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4280602684","https://openalex.org/W4310092953","https://openalex.org/W2227393071","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W3167935049","https://openalex.org/W3029198973"],"abstract_inverted_index":{"The":[0,64,92],"number":[1],"of":[2,37,57,66,74,83,110,116,125],"people":[3,45],"diagnosed":[4,46],"with":[5,47,107],"autism":[6],"spectrum":[7],"disorder":[8],"(ASD)":[9],"has":[10,18],"been":[11],"increasing":[12,29],"significantly.":[13],"However,":[14],"the":[15,22,50,72,81,97,104,128],"early":[16],"treatment":[17],"become":[19],"restricted,":[20],"reducing":[21],"potential":[23],"benefits":[24],"from":[25],"this":[26,67],"intervention":[27],"and":[28,31,101,113,118],"family":[30],"social":[32],"expenses":[33],"as":[34,90],"a":[35],"result":[36],"late":[38],"interventions.":[39],"Underdeveloped":[40],"countries":[41],"have":[42],"proportionally":[43],"fewer":[44],"ASD.":[48],"Thus,":[49],"accessibility":[51],"to":[52,55,70,78],"mechanisms":[53],"used":[54],"identification":[56,82],"ASD":[58],"is":[59,69],"important":[60],"in":[61,80,127],"theses":[62],"countries.":[63],"aim":[65],"paper":[68],"evaluate":[71],"use":[73],"convolutional":[75],"neural":[76],"networks":[77],"assist":[79],"ASD,":[84],"using":[85],"static":[86],"two-dimensional":[87],"facial":[88],"images":[89],"input.":[91],"results":[93,106],"show":[94],"success":[95],"for":[96],"studied":[98],"approach.":[99],"MobileNet":[100],"DenseNet201":[102,121],"obtained":[103],"best":[105,129],"an":[108,123],"average":[109],"90.7%":[111],"accuracy":[112,124],"standard":[114],"deviations":[115],"0.68%":[117],"1.64%,":[119],"respectively.":[120],"achieved":[122],"93.5%":[126],"cases.":[130]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
