{"id":"https://openalex.org/W4391229459","doi":"https://doi.org/10.3233/shti231097","title":"A Deep Learning-Based System for the Assessment of Dental Caries Using Colour Dental Photographs","display_name":"A Deep Learning-Based System for the Assessment of Dental Caries Using Colour Dental Photographs","publication_year":2024,"publication_date":"2024-01-25","ids":{"openalex":"https://openalex.org/W4391229459","doi":"https://doi.org/10.3233/shti231097","pmid":"https://pubmed.ncbi.nlm.nih.gov/38269941"},"language":"en","primary_location":{"id":"doi:10.3233/shti231097","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti231097","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI231097","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI231097","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103083805","display_name":"Maryam Mehdizadeh","orcid":"https://orcid.org/0000-0003-2164-828X"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I4210141844","display_name":"Australian e-Health Research Centre","ror":"https://ror.org/04ywhbc61","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801244131","https://openalex.org/I2801453606","https://openalex.org/I4210141844","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Maryam Mehdizadeh","raw_affiliation_strings":["The Australian e-Health Research Centre, CSIRO, Kensington, Australia"],"raw_orcid":"https://orcid.org/0000-0003-2164-828X","affiliations":[{"raw_affiliation_string":"The Australian e-Health Research Centre, CSIRO, Kensington, Australia","institution_ids":["https://openalex.org/I4210141844","https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053447839","display_name":"Mohamed Estai","orcid":"https://orcid.org/0000-0001-7109-0267"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]},{"id":"https://openalex.org/I4210141844","display_name":"Australian e-Health Research Centre","ror":"https://ror.org/04ywhbc61","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801244131","https://openalex.org/I2801453606","https://openalex.org/I4210141844","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mohamed Estai","raw_affiliation_strings":["School of Human Sciences, The University of Western Australia, Crawley, Australia","The Australian e-Health Research Centre, CSIRO, Kensington, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Human Sciences, The University of Western Australia, Crawley, Australia","institution_ids":["https://openalex.org/I177877127"]},{"raw_affiliation_string":"The Australian e-Health Research Centre, CSIRO, Kensington, Australia","institution_ids":["https://openalex.org/I4210141844","https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083146733","display_name":"Janardhan Vignarajan","orcid":"https://orcid.org/0000-0003-4738-5414"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I4210141844","display_name":"Australian e-Health Research Centre","ror":"https://ror.org/04ywhbc61","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801244131","https://openalex.org/I2801453606","https://openalex.org/I4210141844","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Janardhan Vignarajan","raw_affiliation_strings":["The Australian e-Health Research Centre, CSIRO, Kensington, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Australian e-Health Research Centre, CSIRO, Kensington, Australia","institution_ids":["https://openalex.org/I4210141844","https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090730365","display_name":"Jilen Patel","orcid":"https://orcid.org/0000-0002-8698-4965"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]},{"id":"https://openalex.org/I2800419323","display_name":"Princess Margaret Hospital for Children","ror":"https://ror.org/04ec98z42","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I2799506148","https://openalex.org/I2800419323","https://openalex.org/I2800882159"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jilen Patel","raw_affiliation_strings":["Department of Pediatric Dentistry, Perth Children Hospital, Nedlands, Australia","UWA Dental school, The University of Western Australia, Crawley, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pediatric Dentistry, Perth Children Hospital, Nedlands, Australia","institution_ids":["https://openalex.org/I2800419323"]},{"raw_affiliation_string":"UWA Dental school, The University of Western Australia, Crawley, Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007378132","display_name":"Joanna Granich","orcid":null},"institutions":[{"id":"https://openalex.org/I175234967","display_name":"The Kids Research Institute Australia","ror":"https://ror.org/01dbmzx78","country_code":"AU","type":"nonprofit","lineage":["https://openalex.org/I175234967"]},{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Joanna Granich","raw_affiliation_strings":["Telethon Kids Institute, The University of Western Australia, Crawley, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telethon Kids Institute, The University of Western Australia, Crawley, Australia","institution_ids":["https://openalex.org/I175234967","https://openalex.org/I177877127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093789073","display_name":"Michael Zaniovich","orcid":null},"institutions":[{"id":"https://openalex.org/I2799698780","display_name":"Australian Dental Association","ror":"https://ror.org/038hdcm94","country_code":"AU","type":"other","lineage":["https://openalex.org/I2799698780"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Michael Zaniovich","raw_affiliation_strings":["Aria Dental, Perth, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aria Dental, Perth, Australia","institution_ids":["https://openalex.org/I2799698780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077915645","display_name":"Estie Kruger","orcid":"https://orcid.org/0000-0002-4883-6793"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Estie Kruger","raw_affiliation_strings":["School of Human Sciences, The University of Western Australia, Crawley, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Human Sciences, The University of Western Australia, Crawley, Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083596722","display_name":"John C. Winters","orcid":"https://orcid.org/0000-0002-0465-7259"},"institutions":[{"id":"https://openalex.org/I2800419323","display_name":"Princess Margaret Hospital for Children","ror":"https://ror.org/04ec98z42","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I2799506148","https://openalex.org/I2800419323","https://openalex.org/I2800882159"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"John Winters","raw_affiliation_strings":["Department of Pediatric Dentistry, Perth Children Hospital, Nedlands, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pediatric Dentistry, Perth Children Hospital, Nedlands, Australia","institution_ids":["https://openalex.org/I2800419323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030229118","display_name":"Marc Tennant","orcid":"https://orcid.org/0000-0002-2553-9884"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Marc Tennant","raw_affiliation_strings":["School of Human Sciences, The University of Western Australia, Crawley, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Human Sciences, The University of Western Australia, Crawley, Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102741003","display_name":"Sajib Saha","orcid":"https://orcid.org/0000-0002-5839-8985"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I4210141844","display_name":"Australian e-Health Research Centre","ror":"https://ror.org/04ywhbc61","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801244131","https://openalex.org/I2801453606","https://openalex.org/I4210141844","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sajib Saha","raw_affiliation_strings":["The Australian e-Health Research Centre, CSIRO, Kensington, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Australian e-Health Research Centre, CSIRO, Kensington, Australia","institution_ids":["https://openalex.org/I4210141844","https://openalex.org/I1292875679"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5103083805"],"corresponding_institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I4210141844"],"apc_list":null,"apc_paid":null,"fwci":5.0656,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.91176471,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"310","issue":null,"first_page":"911","last_page":"915"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12439","display_name":"Dental Research and COVID-19","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/3500","display_name":"General Dentistry"},"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/T12439","display_name":"Dental Research and COVID-19","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/3500","display_name":"General Dentistry"},"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":0.9976999759674072,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/context","display_name":"Context (archaeology)","score":0.535004734992981},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.507724404335022},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4425750970840454},{"id":"https://openalex.org/keywords/dentistry","display_name":"Dentistry","score":0.4231265187263489},{"id":"https://openalex.org/keywords/dental-care","display_name":"Dental care","score":0.41524848341941833},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3725542724132538},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.344987154006958},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1194852888584137}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.535004734992981},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.507724404335022},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4425750970840454},{"id":"https://openalex.org/C199343813","wikidata":"https://www.wikidata.org/wiki/Q12128","display_name":"Dentistry","level":1,"score":0.4231265187263489},{"id":"https://openalex.org/C2776693998","wikidata":"https://www.wikidata.org/wiki/Q5259410","display_name":"Dental care","level":2,"score":0.41524848341941833},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3725542724132538},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.344987154006958},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1194852888584137},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001331","descriptor_name":"Automation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001331","descriptor_name":"Automation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001331","descriptor_name":"Automation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003731","descriptor_name":"Dental Caries","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003731","descriptor_name":"Dental Caries","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003731","descriptor_name":"Dental Caries","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.3233/shti231097","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti231097","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI231097","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:38269941","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38269941","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in health technology and informatics","raw_type":null},{"id":"pmh:oai:pure.atira.dk:publications/a2f16bfb-6c5e-4fee-a71b-50ba3502bf79","is_oa":true,"landing_page_url":"https://research-repository.uwa.edu.au/en/publications/a2f16bfb-6c5e-4fee-a71b-50ba3502bf79","pdf_url":null,"source":{"id":"https://openalex.org/S4306402523","display_name":"UWA Profiles and Research Repository (University of Western Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mehdizadeh , M , Estai , M , Vignarajan , J , Patel , J , Granich , J , Zaniovich , M , Kruger , E , Winters , J , Tennant , M &amp; Saha , S 2024 , ' A Deep Learning-Based System for the Assessment of Dental Caries Using Colour Dental Photographs ' , Studies in Health Technology and Informatics , vol. 310 , pp. 911-915 . https://doi.org/10.3233/SHTI231097","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:publications/a2f16bfb-6c5e-4fee-a71b-50ba3502bf79","is_oa":false,"landing_page_url":"https://www.scopus.com/pages/publications/85183588925","pdf_url":null,"source":{"id":"https://openalex.org/S4306402523","display_name":"UWA Profiles and Research Repository (University of Western Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mehdizadeh, M, Estai, M, Vignarajan, J, Patel, J, Granich, J, Zaniovich, M, Kruger, E, Winters, J, Tennant, M & Saha, S 2024, 'A Deep Learning-Based System for the Assessment of Dental Caries Using Colour Dental Photographs', Studies in Health Technology and Informatics, vol. 310, pp. 911-915. https://doi.org/10.3233/SHTI231097","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3233/shti231097","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti231097","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI231097","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7200000286102295,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391229459.pdf"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2919115771","https://openalex.org/W2962835968","https://openalex.org/W3130719814","https://openalex.org/W3154707151","https://openalex.org/W3205574907"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W2939353110","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W2773120646"],"abstract_inverted_index":{"D1ental":[0],"caries":[1,88],"remains":[2],"the":[3,46,60,84,106,121],"most":[4],"common":[5],"chronic":[6],"disease":[7],"in":[8,24,105,137],"childhood,":[9],"affecting":[10],"almost":[11],"half":[12],"of":[13,21,41,52,57,86,110,127],"all":[14],"children":[15,22,53],"globally.":[16],"Dental":[17],"care":[18],"and":[19,26,77,101,119,131,135],"examination":[20],"living":[23],"remote":[25,64],"rural":[27],"areas":[28],"is":[29],"an":[30,125],"ongoing":[31],"challenge":[32],"that":[33],"has":[34,59],"been":[35],"compounded":[36],"by":[37],"COVID.":[38],"The":[39],"development":[40],"a":[42,79],"validated":[43],"system":[44,82],"with":[45,54,129,142],"capacity":[47],"to":[48,62,75,117],"screen":[49],"large":[50],"numbers":[51],"some":[55],"degree":[56],"automation":[58],"potential":[61],"facilitate":[63],"dental":[65,87,91,113],"screening":[66],"at":[67],"low":[68],"costs.":[69],"In":[70],"this":[71],"study,":[72],"we":[73],"aim":[74],"develop":[76],"validate":[78,120],"deep":[80,95],"learning":[81,96],"for":[83],"assessment":[85],"using":[89],"color":[90],"photos.":[92],"Three":[93],"state-of-the-art":[94],"networks":[97],"namely":[98],"VGG16,":[99],"ResNet-50":[100],"Inception-v3":[102],"were":[103,115],"adopted":[104],"context.":[107],"A":[108],"total":[109],"1020":[111],"child":[112],"photos":[114],"used":[116],"train":[118],"system.":[122],"We":[123],"achieved":[124],"accuracy":[126],"79%":[128],"precision":[130],"recall":[132],"respectively":[133],"95%":[134],"75%":[136],"classifying":[138],"'caries'":[139],"versus":[140],"'sound'":[141],"inception-v3.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
