{"id":"https://openalex.org/W4385802464","doi":"https://doi.org/10.1038/s41598-023-40472-3","title":"Artificial intelligence in diagnosing dens evaginatus on periapical radiography with limited data availability","display_name":"Artificial intelligence in diagnosing dens evaginatus on periapical radiography with limited data availability","publication_year":2023,"publication_date":"2023-08-14","ids":{"openalex":"https://openalex.org/W4385802464","doi":"https://doi.org/10.1038/s41598-023-40472-3","pmid":"https://pubmed.ncbi.nlm.nih.gov/37580409","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/10425376"},"language":"en","primary_location":{"id":"doi:10.1038/s41598-023-40472-3","doi":"https://doi.org/10.1038/s41598-023-40472-3","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-023-40472-3","pdf_url":"https://www.nature.com/articles/s41598-023-40472-3.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41598-023-40472-3.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053825834","display_name":"Eunhye Choi","orcid":"https://orcid.org/0000-0002-6972-4387","observed_orcids":["https://orcid.org/0000-0002-6972-4387"]},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]},{"id":"https://openalex.org/I4210158657","display_name":"Seoul National University Dental Hospital","ror":"https://ror.org/0494zgc81","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I139264467","https://openalex.org/I4210158657"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Eunhye Choi","raw_affiliation_strings":["School of Dentistry, Dental Research Institute, Seoul National University, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Dentistry, Dental Research Institute, Seoul National University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I139264467","https://openalex.org/I4210158657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040636594","display_name":"Kang\u2010Mi Pang","orcid":"https://orcid.org/0000-0001-9148-9080","observed_orcids":["https://orcid.org/0000-0001-9148-9080"]},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]},{"id":"https://openalex.org/I4210158657","display_name":"Seoul National University Dental Hospital","ror":"https://ror.org/0494zgc81","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I139264467","https://openalex.org/I4210158657"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"KangMi Pang","raw_affiliation_strings":["Department of Oral and Maxillofacial Surgery, Seoul National University Dental Hospital, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Oral and Maxillofacial Surgery, Seoul National University Dental Hospital, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I139264467","https://openalex.org/I4210158657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113984185","display_name":"Eunjae Jeong","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I205490536","display_name":"Dongguk University","ror":"https://ror.org/057q6n778","country_code":"KR","type":"education","lineage":["https://openalex.org/I205490536"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Eunjae Jeong","raw_affiliation_strings":["Data Science Laboratory (DSLAB), Dongguk University - Seoul, Seoul, Republic of Korea","Department of Industrial and Systems Engineering, Dongguk University - Seoul, 30 Pildong-ro 1-gil, Jung-gu, Seoul, 04620, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Science Laboratory (DSLAB), Dongguk University - Seoul, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I205490536"]},{"raw_affiliation_string":"Department of Industrial and Systems Engineering, Dongguk University - Seoul, 30 Pildong-ro 1-gil, Jung-gu, Seoul, 04620, Republic of Korea","institution_ids":["https://openalex.org/I205490536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100330716","display_name":"Sangho Lee","orcid":"https://orcid.org/0000-0002-7784-8515","observed_orcids":["https://orcid.org/0000-0002-7784-8515"]},"institutions":[{"id":"https://openalex.org/I205490536","display_name":"Dongguk University","ror":"https://ror.org/057q6n778","country_code":"KR","type":"education","lineage":["https://openalex.org/I205490536"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sangho Lee","raw_affiliation_strings":["Data Science Laboratory (DSLAB), Dongguk University - Seoul, Seoul, Republic of Korea","Department of Industrial and Systems Engineering, Dongguk University - Seoul, 30 Pildong-ro 1-gil, Jung-gu, Seoul, 04620, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Science Laboratory (DSLAB), Dongguk University - Seoul, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I205490536"]},{"raw_affiliation_string":"Department of Industrial and Systems Engineering, Dongguk University - Seoul, 30 Pildong-ro 1-gil, Jung-gu, Seoul, 04620, Republic of Korea","institution_ids":["https://openalex.org/I205490536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053309949","display_name":"Youngdoo Son","orcid":"https://orcid.org/0000-0002-1912-5853","observed_orcids":["https://orcid.org/0000-0002-1912-5853","https://orcid.org/0000-0003-4128-6298"]},"institutions":[{"id":"https://openalex.org/I205490536","display_name":"Dongguk University","ror":"https://ror.org/057q6n778","country_code":"KR","type":"education","lineage":["https://openalex.org/I205490536"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Youngdoo Son","raw_affiliation_strings":["Data Science Laboratory (DSLAB), Dongguk University - Seoul, Seoul, Republic of Korea. youngdoo@dongguk.edu","Department of Industrial and Systems Engineering, Dongguk University - Seoul, 30 Pildong-ro 1-gil, Jung-gu, Seoul, 04620, Republic of Korea. youngdoo@dongguk.edu","Data Science Laboratory (DSLAB), Dongguk University - Seoul, Seoul, Republic of Korea","Department of Industrial and Systems Engineering, Dongguk University - Seoul, 30 Pildong-ro 1-gil, Jung-gu, Seoul, 04620, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Science Laboratory (DSLAB), Dongguk University - Seoul, Seoul, Republic of Korea. youngdoo@dongguk.edu","institution_ids":["https://openalex.org/I205490536"]},{"raw_affiliation_string":"Department of Industrial and Systems Engineering, Dongguk University - Seoul, 30 Pildong-ro 1-gil, Jung-gu, Seoul, 04620, Republic of Korea. youngdoo@dongguk.edu","institution_ids":["https://openalex.org/I205490536"]},{"raw_affiliation_string":"Data Science Laboratory (DSLAB), Dongguk University - Seoul, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I205490536"]},{"raw_affiliation_string":"Department of Industrial and Systems Engineering, Dongguk University - Seoul, 30 Pildong-ro 1-gil, Jung-gu, Seoul, 04620, Republic of Korea","institution_ids":["https://openalex.org/I205490536"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071303397","display_name":"Min\u2010Seock Seo","orcid":"https://orcid.org/0000-0001-7203-7775","observed_orcids":["https://orcid.org/0000-0001-7203-7775"]},"institutions":[{"id":"https://openalex.org/I4405258567","display_name":"Wonkwang University Daejeon Dental Hospital","ror":"https://ror.org/00xanaq50","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I4405258567","https://openalex.org/I77079311"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Min-Seock Seo","raw_affiliation_strings":["Department of Conservative Dentistry, Wonkwang University Daejeon Dental Hospital, 77 Dunsan-ro, Seo-gu, Daejeon, Republic of Korea. profee@naver.com","Department of Conservative Dentistry, Wonkwang University Daejeon Dental Hospital, 77 Dunsan-ro, Seo-gu, Daejeon, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Conservative Dentistry, Wonkwang University Daejeon Dental Hospital, 77 Dunsan-ro, Seo-gu, Daejeon, Republic of Korea. profee@naver.com","institution_ids":["https://openalex.org/I4405258567"]},{"raw_affiliation_string":"Department of Conservative Dentistry, Wonkwang University Daejeon Dental Hospital, 77 Dunsan-ro, Seo-gu, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I4405258567"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5053309949","https://openalex.org/A5071303397"],"corresponding_institution_ids":["https://openalex.org/I205490536","https://openalex.org/I4405258567"],"apc_list":{"value":2390,"currency":"USD","value_usd":2390},"apc_paid":{"value":2390,"currency":"USD","value_usd":2390},"fwci":3.2798,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.91748942,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"13","issue":"1","first_page":"13232","last_page":"13232"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11363","display_name":"Dental Radiography and Imaging","score":0.9940999746322632,"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":0.9940999746322632,"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/T10536","display_name":"Endodontics and Root Canal Treatments","score":0.00430000014603138,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.0006000000284984708,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/dens-evaginatus","display_name":"dens evaginatus","score":0.9990000128746033},{"id":"https://openalex.org/keywords/periapical-radiographs","display_name":"periapical radiography","score":0.9200000166893005},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.8080000281333923},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.8939999938011169},{"id":"https://openalex.org/keywords/resnet","display_name":"ResNet","score":0.9279999732971191},{"id":"https://openalex.org/keywords/image-cropping","display_name":"image cropping","score":0.550000011920929},{"id":"https://openalex.org/keywords/class-activation-maps","display_name":"class activation maps","score":0.7580000162124634},{"id":"https://openalex.org/keywords/diagnostic-accuracy","display_name":"diagnostic accuracy","score":0.5770000219345093},{"id":"https://openalex.org/keywords/limited-data-availability","display_name":"limited data availability","score":0.6269999742507935}],"concepts":[{"id":"https://openalex.org/C2910303479","wikidata":"https://www.wikidata.org/wiki/Q852143","display_name":"Endodontist","level":3,"score":0.8846799731254578},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.8564780354499817},{"id":"https://openalex.org/C13483470","wikidata":"https://www.wikidata.org/wiki/Q1470152","display_name":"Coronal plane","level":2,"score":0.7293362617492676},{"id":"https://openalex.org/C36454342","wikidata":"https://www.wikidata.org/wiki/Q245341","display_name":"Radiography","level":2,"score":0.5599836111068726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5098108649253845},{"id":"https://openalex.org/C29694066","wikidata":"https://www.wikidata.org/wiki/Q118301","display_name":"Orthodontics","level":1,"score":0.43507251143455505},{"id":"https://openalex.org/C199343813","wikidata":"https://www.wikidata.org/wiki/Q12128","display_name":"Dentistry","level":1,"score":0.4300435781478882},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32091400027275085},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.27704453468322754},{"id":"https://openalex.org/C2779847468","wikidata":"https://www.wikidata.org/wiki/Q852143","display_name":"Endodontics","level":2,"score":0.25586771965026855},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.09516048431396484}],"mesh":[{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001641","descriptor_name":"Bicuspid","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":"D011859","descriptor_name":"Radiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014071","descriptor_name":"Tooth Abnormalities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1038/s41598-023-40472-3","doi":"https://doi.org/10.1038/s41598-023-40472-3","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-023-40472-3","pdf_url":"https://www.nature.com/articles/s41598-023-40472-3.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:10425376","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10425376","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10425376/pdf/41598_2023_Article_40472.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sci Rep","raw_type":"Text"},{"id":"pmid:37580409","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37580409","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,"listed_in":[],"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":"Scientific reports","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:4ee7116cb1064d86b093babb638baef6","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/4ee7116cb1064d86b093babb638baef6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scientific Reports, Vol 13, Iss 1, Pp 1-8 (2023)","raw_type":"article"},{"id":"pmh:oai:s-space.snu.ac.kr:10371/235110","doi":null,"is_oa":false,"landing_page_url":"https://hdl.handle.net/10371/235110","pdf_url":null,"source":{"id":"https://openalex.org/S4306401345","display_name":"Seoul National University Open Repository (Seoul National University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I139264467","host_organization_name":"Seoul National University","host_organization_lineage":["https://openalex.org/I139264467"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1038/s41598-023-40472-3","doi":"https://doi.org/10.1038/s41598-023-40472-3","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-023-40472-3","pdf_url":"https://www.nature.com/articles/s41598-023-40472-3.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.9537000060081482}],"study_designs":[],"awards":[{"id":"https://openalex.org/G29199981","display_name":null,"funder_award_id":"RS-2023-00208412","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321310","display_name":"Wonkwang University","ror":"https://ror.org/006776986"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385802464.pdf","grobid_xml":"https://content.openalex.org/works/W4385802464.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W30175821","https://openalex.org/W1974922680","https://openalex.org/W2146573346","https://openalex.org/W2541540934","https://openalex.org/W2560306942","https://openalex.org/W2883007866","https://openalex.org/W3012949103","https://openalex.org/W3040455124","https://openalex.org/W3096120762","https://openalex.org/W3118412768","https://openalex.org/W3122248610","https://openalex.org/W4213339598","https://openalex.org/W4220715649","https://openalex.org/W4285742194","https://openalex.org/W4295758812","https://openalex.org/W4312030471","https://openalex.org/W4318619419"],"related_works":["https://openalex.org/W7152109352","https://openalex.org/W4404392301","https://openalex.org/W4403543578","https://openalex.org/W4403984558","https://openalex.org/W4311728818","https://openalex.org/W7129388363","https://openalex.org/W4411058799","https://openalex.org/W4366188685","https://openalex.org/W7220819750","https://openalex.org/W4220875499"],"abstract_inverted_index":{"This":[0],"study":[1],"aimed":[2],"to":[3,14,57,120],"develop":[4],"an":[5],"artificial":[6],"intelligence":[7],"(AI)":[8],"model":[9,90,108,133,138,176],"using":[10],"deep":[11],"learning":[12],"techniques":[13],"diagnose":[15],"dens":[16],"evaginatus":[17],"(DE)":[18],"on":[19,154,159,187],"periapical":[20],"radiography":[21],"(PA)":[22],"and":[23,37,74,88,101,116,139,143,181],"compare":[24],"its":[25],"performance":[26],"with":[27],"endodontist":[28],"evaluations.":[29],"In":[30],"total,":[31],"402":[32],"PA":[33,64],"images":[34,65],"(138":[35],"DE":[36,186],"264":[38],"normal":[39],"cases)":[40],"were":[41,66,80,95],"used.":[42],"A":[43],"pre-trained":[44],"ResNet":[45],"model,":[46],"which":[47],"had":[48],"the":[49,58,70,86,114,131,136,155,165,174,190,194],"highest":[50],"AUC":[51,111],"of":[52,61,128,193],"0.878,":[53],"was":[54,151],"selected":[55],"due":[56],"small":[59],"number":[60],"data.":[62],"The":[63,106,148],"handled":[67],"in":[68,91,96,103,112,135,141,184],"both":[69,113],"full":[71,160],"(F":[72],"model)":[73,77],"cropped":[75],"(C":[76],"models.":[78],"There":[79],"no":[81],"significant":[82],"statistical":[83],"differences":[84],"between":[85],"C":[87,117],"F":[89,115,137],"AI,":[92],"while":[93],"there":[94],"endodontists":[97],"(p":[98],"=":[99],"0.753":[100],"0.04":[102],"AUC,":[104],"respectively).":[105],"AI":[107,132,175],"exhibited":[109],"superior":[110],"models":[118],"compared":[119],"endodontists.":[121],"Cohen's":[122],"kappa":[123],"demonstrated":[124],"a":[125],"substantial":[126],"level":[127],"agreement":[129,145],"for":[130,146],"(0.774":[134],"0.684":[140],"C)":[142],"fair":[144],"specialists.":[147],"AI's":[149],"judgment":[150],"also":[152],"based":[153],"coronal":[156],"pulp":[157],"area":[158],"PA,":[161,188],"as":[162],"shown":[163],"by":[164],"class":[166],"activation":[167],"map.":[168],"Therefore,":[169],"these":[170],"findings":[171],"suggest":[172],"that":[173],"can":[177],"improve":[178],"diagnostic":[179],"accuracy":[180],"support":[182],"clinicians":[183],"diagnosing":[185],"improving":[189],"long-term":[191],"prognosis":[192],"tooth.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2023-08-15T00:00:00"}
