{"id":"https://openalex.org/W7135054820","doi":"https://doi.org/10.48550/arxiv.2603.10933","title":"Bridging the Skill Gap in Clinical CBCT Interpretation with CBCTRepD","display_name":"Bridging the Skill Gap in Clinical CBCT Interpretation with CBCTRepD","publication_year":2026,"publication_date":"2026-03-11","ids":{"openalex":"https://openalex.org/W7135054820","doi":"https://doi.org/10.48550/arxiv.2603.10933"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2603.10933","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.10933","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2603.10933","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050824703","display_name":"Qinxin Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wu, Qinxin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124241935","display_name":"Fucheng Niu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Niu, Fucheng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128862116","display_name":"Hengchuan Zhu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhu, Hengchuan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128895243","display_name":"Yifan Sun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sun, Yifan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100758267","display_name":"Ye Shen","orcid":"https://orcid.org/0000-0002-0413-6218"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shen, Ye","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128842011","display_name":"Xu Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Xu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128897643","display_name":"Han Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wu, Han","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123470463","display_name":"Leqi Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Leqi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128911745","display_name":"Zhiwen Pan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pan, Zhiwen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128905896","display_name":"Zuozhu Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Zuozhu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109182187","display_name":"Fudong Zhu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhu, Fudong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5128865667","display_name":"Bin Feng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Feng, Bin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11894","display_name":"Radiology practices and education","score":0.2824999988079071,"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"}},"topics":[{"id":"https://openalex.org/T11894","display_name":"Radiology practices and education","score":0.2824999988079071,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.210999995470047,"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"}},{"id":"https://openalex.org/T11363","display_name":"Dental Radiography and Imaging","score":0.09849999845027924,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.7477999925613403},{"id":"https://openalex.org/keywords/standardization","display_name":"Standardization","score":0.6700000166893005},{"id":"https://openalex.org/keywords/patient-care","display_name":"Patient care","score":0.43470001220703125},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.39890000224113464},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.3221000134944916},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.3203999996185303},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.31679999828338623}],"concepts":[{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.7477999925613403},{"id":"https://openalex.org/C188087704","wikidata":"https://www.wikidata.org/wiki/Q369577","display_name":"Standardization","level":2,"score":0.6700000166893005},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4733000099658966},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.4697999954223633},{"id":"https://openalex.org/C2989236134","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Patient care","level":2,"score":0.43470001220703125},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.39890000224113464},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.34869998693466187},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.3221000134944916},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.3203999996185303},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.31679999828338623},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.30709999799728394},{"id":"https://openalex.org/C109747225","wikidata":"https://www.wikidata.org/wiki/Q815758","display_name":"Scarcity","level":2,"score":0.27230000495910645},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2676999866962433},{"id":"https://openalex.org/C106436119","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assurance","level":3,"score":0.267300009727478},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2615000009536743},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.2597000002861023},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.25870001316070557},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.2540000081062317},{"id":"https://openalex.org/C163763905","wikidata":"https://www.wikidata.org/wiki/Q17075943","display_name":"Precision medicine","level":2,"score":0.2526000142097473}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2603.10933","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.10933","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2603.10933","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.10933","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7598080635070801}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Generative":[0],"AI":[1],"has":[2],"advanced":[3],"rapidly":[4],"in":[5,143],"medical":[6],"report":[7,187],"generation;":[8],"however,":[9],"its":[10],"application":[11],"to":[12,84,136,167,194],"oral":[13,46,74],"and":[14,30,47,81,103,113,127,133,149,171,191,203],"maxillofacial":[15,48],"CBCT":[16,36,49,212],"reporting":[17,213],"remains":[18],"limited,":[19],"largely":[20],"because":[21],"of":[22,25,34,138],"the":[23,31,86],"scarcity":[24],"high-quality":[26,64],"paired":[27,65],"CBCT-report":[28,66],"data":[29],"intrinsic":[32],"complexity":[33],"volumetric":[35],"interpretation.":[37],"To":[38],"address":[39],"this,":[40],"we":[41,119],"introduce":[42],"CBCTRepD,":[43],"a":[44,62,91,207],"bilingual":[45],"report-generation":[50,125],"system":[51],"designed":[52],"for":[53,210],"integration":[54],"into":[55],"routine":[56],"radiologist-AI":[57,144],"co-authoring":[58],"workflows.":[59],"We":[60,88],"curated":[61],"large-scale,":[63],"dataset":[67],"comprising":[68],"approximately":[69],"7,408":[70],"studies,":[71],"covering":[72],"55":[73],"disease":[75],"entities":[76],"across":[77,153,197,214],"diverse":[78],"acquisition":[79],"settings,":[80],"used":[82],"it":[83,156],"develop":[85],"system.":[87],"further":[89],"established":[90],"clinically":[92,150,181],"grounded,":[93],"multi-level":[94,215],"evaluation":[95],"framework":[96],"that":[97,121],"assesses":[98],"both":[99],"direct":[100],"AI-generated":[101],"drafts":[102,129],"radiologist-edited":[104],"collaboration":[105],"reports":[106],"using":[107],"automatic":[108],"metrics":[109],"together":[110],"with":[111,130],"radiologist-":[112],"clinician-centered":[114],"evaluation.":[115],"Using":[116],"this":[117],"framework,":[118],"show":[120],"CBCTRepD":[122,146,200],"achieves":[123],"superior":[124],"performance":[126],"produces":[128],"writing":[131],"quality":[132],"standardization":[134],"comparable":[135],"those":[137],"intermediate":[139,165],"radiologists.":[140],"More":[141],"importantly,":[142],"collaboration,":[145],"provides":[147],"consistent":[148],"meaningful":[151],"benefits":[152],"experience":[154],"levels:":[155],"helps":[157],"novice":[158],"radiologists":[159,166,175],"improve":[160],"toward":[161],"intermediate-level":[162],"reporting,":[163],"enables":[164],"approach":[168],"senior-level":[169],"performance,":[170],"even":[172],"assists":[173],"senior":[174],"by":[176],"reducing":[177,189],"omission-related":[178],"errors,":[179],"including":[180],"important":[182],"missed":[183],"lesions.":[184],"By":[185],"improving":[186],"structure,":[188],"omissions,":[190],"promoting":[192],"attention":[193],"co-existing":[195],"lesions":[196],"anatomical":[198],"regions,":[199],"shows":[201],"strong":[202],"reliable":[204],"potential":[205],"as":[206],"practical":[208],"assistant":[209],"real-world":[211],"care":[216],"settings.":[217]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-03-13T00:00:00"}
