{"id":"https://openalex.org/W4400490441","doi":"https://doi.org/10.1109/civemsa58715.2024.10586604","title":"Deep Neural Networks for Assessing the Legal Age from Panoramic Dental X-ray Images","display_name":"Deep Neural Networks for Assessing the Legal Age from Panoramic Dental X-ray Images","publication_year":2024,"publication_date":"2024-06-14","ids":{"openalex":"https://openalex.org/W4400490441","doi":"https://doi.org/10.1109/civemsa58715.2024.10586604"},"language":"en","primary_location":{"id":"doi:10.1109/civemsa58715.2024.10586604","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/civemsa58715.2024.10586604","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://air.unimi.it/bitstream/2434/1106189/2/Deep%20Neural%20Networks%20for%20Assessing%20the%20Legal%20Age%20from%20Panoramic%20Dental%20X-ray%20Images.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5104346913","display_name":"Antonio Jos\u00e9 Arag\u00f3n Molina","orcid":null},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Antonio Jos\u00e9 Arag\u00f3n Molina","raw_affiliation_strings":["Universit&#x00E0; degli Studi di Milano,Department of Computer Science,Milano,Italy"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; degli Studi di Milano,Department of Computer Science,Milano,Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087682508","display_name":"Danilo De Angelis","orcid":"https://orcid.org/0000-0001-6388-9415"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Danilo De Angelis","raw_affiliation_strings":["Universit&#x00E0; degli Studi di Milano,Department of Biomedical Sciences for Health,Milano,Italy"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; degli Studi di Milano,Department of Biomedical Sciences for Health,Milano,Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067463295","display_name":"Ruggero Donida Labati","orcid":"https://orcid.org/0000-0002-2636-086X"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ruggero Donida Labati","raw_affiliation_strings":["Universit&#x00E0; degli Studi di Milano,Department of Computer Science,Milano,Italy"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; degli Studi di Milano,Department of Computer Science,Milano,Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004969615","display_name":"Fabio Scotti","orcid":"https://orcid.org/0000-0002-4277-3701"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Scotti","raw_affiliation_strings":["Universit&#x00E0; degli Studi di Milano,Department of Computer Science,Milano,Italy"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; degli Studi di Milano,Department of Computer Science,Milano,Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009147954","display_name":"Vincenzo Piuri","orcid":"https://orcid.org/0000-0003-3178-8198"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vincenzo Piuri","raw_affiliation_strings":["Universit&#x00E0; degli Studi di Milano,Department of Computer Science,Milano,Italy"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; degli Studi di Milano,Department of Computer Science,Milano,Italy","institution_ids":["https://openalex.org/I189158943"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5104346913"],"corresponding_institution_ids":["https://openalex.org/I189158943"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15836698,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11363","display_name":"Dental Radiography and Imaging","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T11363","display_name":"Dental Radiography and Imaging","score":0.9986000061035156,"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/T13953","display_name":"Digital Imaging in Medicine","score":0.958299994468689,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T10992","display_name":"Forensic Anthropology and Bioarchaeology Studies","score":0.9467999935150146,"subfield":{"id":"https://openalex.org/subfields/1204","display_name":"Archeology"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5352836847305298},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49495095014572144},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4708012342453003},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4030773341655731},{"id":"https://openalex.org/keywords/dentistry","display_name":"Dentistry","score":0.3459847569465637},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22699743509292603}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5352836847305298},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49495095014572144},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4708012342453003},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4030773341655731},{"id":"https://openalex.org/C199343813","wikidata":"https://www.wikidata.org/wiki/Q12128","display_name":"Dentistry","level":1,"score":0.3459847569465637},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22699743509292603}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/civemsa58715.2024.10586604","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/civemsa58715.2024.10586604","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA)","raw_type":"proceedings-article"},{"id":"pmh:oai:air.unimi.it:2434/1106189","is_oa":true,"landing_page_url":"https://hdl.handle.net/2434/1106189","pdf_url":"https://air.unimi.it/bitstream/2434/1106189/2/Deep%20Neural%20Networks%20for%20Assessing%20the%20Legal%20Age%20from%20Panoramic%20Dental%20X-ray%20Images.pdf","source":{"id":"https://openalex.org/S4306400516","display_name":"Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189158943","host_organization_name":"University of Milan","host_organization_lineage":["https://openalex.org/I189158943"],"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":null,"raw_type":"info:eu-repo/semantics/bookPart"},{"id":"pmh:oai:zenodo.org:14748990","is_oa":true,"landing_page_url":"https://doi.org/10.1109/CIVEMSA58715.2024.10586604","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:air.unimi.it:2434/1106189","is_oa":true,"landing_page_url":"https://hdl.handle.net/2434/1106189","pdf_url":"https://air.unimi.it/bitstream/2434/1106189/2/Deep%20Neural%20Networks%20for%20Assessing%20the%20Legal%20Age%20from%20Panoramic%20Dental%20X-ray%20Images.pdf","source":{"id":"https://openalex.org/S4306400516","display_name":"Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189158943","host_organization_name":"University of Milan","host_organization_lineage":["https://openalex.org/I189158943"],"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":null,"raw_type":"info:eu-repo/semantics/bookPart"},"sustainable_development_goals":[{"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5","score":0.47999998927116394},{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G507880695","display_name":null,"funder_award_id":"PE00000014","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6801139879","display_name":null,"funder_award_id":"101097300","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6891322245","display_name":null,"funder_award_id":"101097300","funder_id":"https://openalex.org/F4320319005","funder_display_name":"Key Digital Technologies Joint Undertaking"},{"id":"https://openalex.org/G8620418049","display_name":null,"funder_award_id":"EdgeAI","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8893660128","display_name":null,"funder_award_id":"PE0000001","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320319005","display_name":"Key Digital Technologies Joint Undertaking","ror":null},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4400490441.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Forensic":[0],"anthropologists":[1],"and":[2],"odontologists":[3],"frequently":[4],"need":[5],"to":[6,40,52,179],"establish":[7],"the":[8,24,57,73,95,109,119,127,131,143,161,187],"age":[9,26,79,145],"of":[10,22,47,59,89,130,163,171,189],"a":[11,18,101,115,147,155,168,193],"living":[12],"or":[13,33,149],"deceased":[14],"individual.":[15],"In":[16],"particular,":[17],"relevant":[19],"problem":[20],"consists":[21],"determining":[23],"legal":[25,96,110,144],"for":[27,34,78,107,197],"persons":[28],"not":[29,38],"possessing":[30],"identity":[31],"documents":[32],"whom":[35],"it":[36],"is":[37],"possible":[39],"have":[41],"trustworthy":[42],"information":[43],"on":[44,75,82,93,104],"their":[45],"date":[46],"birth.":[48],"An":[49],"accurate":[50],"technique":[51],"perform":[53],"this":[54],"measurement":[55],"involves":[56],"analysis":[58,120],"panoramic":[60],"dental":[61,83],"X-ray":[62],"images":[63,84,152],"(orthopantomography),":[64],"conducted":[65],"by":[66,122,125,153],"experienced":[67],"forensic":[68,198],"scientists.":[69,199],"Although":[70],"studies":[71],"in":[72],"literature":[74],"automatic":[76],"methods":[77],"estimation":[80],"based":[81,103],"present":[85],"promising":[86],"results,":[87],"none":[88],"them":[90],"specifically":[91],"focus":[92],"establishing":[94],"age.":[97,111],"Instead,":[98],"we":[99,113,166],"propose":[100,114],"method":[102,116,140,191],"deep":[105],"learning":[106],"assessing":[108],"Specifically,":[112],"that":[117],"mimics":[118],"performed":[121],"human":[123],"experts":[124],"examining":[126],"third":[128],"molars":[129],"inferior":[132],"arch":[133],"with":[134],"Deep":[135],"Neural":[136],"Networks":[137],"(DNNs).":[138],"Our":[139],"can":[141],"assess":[142],"from":[146,174,177],"single":[148],"multiple":[150],"molar":[151],"using":[154],"score-level":[156],"fusion":[157],"strategy.":[158],"To":[159],"evaluate":[160],"performance":[162],"our":[164,190],"method,":[165],"collected":[167],"dataset":[169],"composed":[170],"440":[172],"samples":[173],"individuals":[175],"ranging":[176],"15":[178],"22":[180],"years":[181],"old.":[182],"The":[183],"obtained":[184],"results":[185],"proved":[186],"applicability":[188],"as":[192],"decision":[194],"support":[195],"tool":[196]},"counts_by_year":[],"updated_date":"2026-03-21T08:13:44.787528","created_date":"2024-07-11T00:00:00"}
