{"id":"https://openalex.org/W4408355385","doi":"https://doi.org/10.1109/icassp49660.2025.10890630","title":"Automatic Numbering and Pathological Recognition of Pediatric Teeth Using CNN and Attention Mechanisms","display_name":"Automatic Numbering and Pathological Recognition of Pediatric Teeth Using CNN and Attention Mechanisms","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408355385","doi":"https://doi.org/10.1109/icassp49660.2025.10890630"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10890630","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10890630","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5102967289","display_name":"Hongzhou Zhu","orcid":"https://orcid.org/0000-0001-7478-3923"},"institutions":[{"id":"https://openalex.org/I4388482657","display_name":"Shenzhen MSU-BIT University","ror":"https://ror.org/02q963474","country_code":null,"type":"education","lineage":["https://openalex.org/I4388482657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongzhou Zhu","raw_affiliation_strings":["Shenzhen MSU-BIT University,Department of Engineering,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen MSU-BIT University,Department of Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I4388482657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040855839","display_name":"Yuhao Qiu","orcid":null},"institutions":[{"id":"https://openalex.org/I4388482657","display_name":"Shenzhen MSU-BIT University","ror":"https://ror.org/02q963474","country_code":null,"type":"education","lineage":["https://openalex.org/I4388482657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhao Qiu","raw_affiliation_strings":["Shenzhen MSU-BIT University,Department of Engineering,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen MSU-BIT University,Department of Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I4388482657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109347874","display_name":"Renjie Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Renjie Hu","raw_affiliation_strings":["The University of Hong Kong,Faculty of Dentistry,Hong Kong,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Hong Kong,Faculty of Dentistry,Hong Kong,China","institution_ids":["https://openalex.org/I177725633","https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100413576","display_name":"Ang Li","orcid":"https://orcid.org/0000-0001-7149-3250"},"institutions":[{"id":"https://openalex.org/I4388482657","display_name":"Shenzhen MSU-BIT University","ror":"https://ror.org/02q963474","country_code":null,"type":"education","lineage":["https://openalex.org/I4388482657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ang Li","raw_affiliation_strings":["Shenzhen MSU-BIT University,Department of Engineering,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen MSU-BIT University,Department of Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I4388482657"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shengji Zhu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shengji Zhu","raw_affiliation_strings":["Dental Bauhinia,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dental Bauhinia,Shenzhen,China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025384190","display_name":"Lei Wang","orcid":"https://orcid.org/0000-0002-7383-4167"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Wang","raw_affiliation_strings":["Chinese Academy of Sciences (CAS),Shenzhen Institutes of Advanced Technology,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences (CAS),Shenzhen Institutes of Advanced Technology,Shenzhen,China","institution_ids":["https://openalex.org/I4210145761"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05259204,"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":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11363","display_name":"Dental Radiography and Imaging","score":0.8992999792098999,"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":0.8992999792098999,"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":0.8985999822616577,"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"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.8176000118255615,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/numbering","display_name":"Numbering","score":0.8655576109886169},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7064446210861206},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4046400189399719},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3769368827342987},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12740805745124817}],"concepts":[{"id":"https://openalex.org/C191916993","wikidata":"https://www.wikidata.org/wiki/Q362019","display_name":"Numbering","level":2,"score":0.8655576109886169},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7064446210861206},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4046400189399719},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3769368827342987},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12740805745124817}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10890630","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10890630","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","score":0.550000011920929,"display_name":"Gender equality"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2171045624","https://openalex.org/W2800700904","https://openalex.org/W2922509574","https://openalex.org/W3047026765","https://openalex.org/W3097779785","https://openalex.org/W3138516171","https://openalex.org/W3162418282","https://openalex.org/W3166606621","https://openalex.org/W3189621102","https://openalex.org/W4205822531","https://openalex.org/W4289752563","https://openalex.org/W4294749595","https://openalex.org/W4297504241","https://openalex.org/W4319300277","https://openalex.org/W4380685289","https://openalex.org/W4383340803","https://openalex.org/W4388823657","https://openalex.org/W4388849625","https://openalex.org/W4392313332","https://openalex.org/W6779586474","https://openalex.org/W6796538260","https://openalex.org/W6852738331"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2380905223","https://openalex.org/W2316187651","https://openalex.org/W2005053760","https://openalex.org/W74604206","https://openalex.org/W1485272726","https://openalex.org/W2339556925","https://openalex.org/W4319083705"],"abstract_inverted_index":{"Preliminary":[0],"progress":[1],"has":[2],"been":[3],"made":[4],"in":[5,20],"using":[6],"deep":[7],"learning":[8],"networks":[9],"for":[10,30],"tooth":[11],"segmentation":[12],"and":[13,60,66,69,87],"numbering,":[14],"as":[15,17],"well":[16],"pathological":[18],"identification":[19],"dental":[21,106],"panoramic":[22,50],"images.":[23,102],"However,":[24],"The":[25,75,103],"publicly":[26],"available":[27],"datasets":[28],"specifically":[29],"children\u2019s":[31,49,89],"teeth":[32],"are":[33],"very":[34],"scarce.":[35],"To":[36],"address":[37],"this":[38,40],"issue,":[39],"paper":[41],"proposes":[42],"a":[43],"fully":[44],"public":[45],"database":[46],"of":[47,94,111],"849":[48],"radiographs.":[51],"We":[52],"also":[53],"introduce":[54],"two":[55],"models":[56],"based":[57],"on":[58],"CNN":[59],"attention":[61],"mechanisms:":[62],"DCD-Net":[63],"(Dental":[64,71],"Classification":[65],"Detection":[67,73],"Net)":[68],"DPD-Net":[70],"Pathology":[72],"Net).":[74],"former,":[76],"when":[77],"combined":[78],"with":[79,108],"our":[80],"category":[81],"refinement":[82],"model,":[83],"can":[84],"automatically":[85],"segment":[86],"number":[88],"teeth,":[90],"achieving":[91],"an":[92,109],"mAP@0.5":[93,110],"96.4%":[95],"while":[96],"significantly":[97],"reducing":[98],"the":[99],"required":[100],"training":[101],"latter":[104],"detects":[105],"pathologies":[107],"80%.":[112]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}