https://m2.mtmt.hu/ hun 2026-09-20 17:34 JournalArticle 35075271 VALIDATED true 0 false 2026-08-20T13:23:35.568+0000 2024-07-22T12:35:47.232+0000 2024-06-27T19:20:26.332+0000 true 10018804 Szalóky-Siki Ágnes /api/admin/10018804 Admin true 10018804 2024-08-28T10:45:08.491+0000 2024-08-28T10:45:08.491+0000 2024-07-22T12:35:47.243+0000 true 10062250 Molnár-Taga Márta /api/admin/10062250 Admin true 10062250 true false true 24 24 /api/publicationtype/24 PublicationType 1 true 24 JournalArticle true 10000059 Article true 24 24 /api/publicationtype/24 PublicationType 1 true 24 JournalArticle /api/subtype/10000059 Szakcikk SubType 101 true 10000059 true 1 /api/category/1 Category true 1 Kazimierczak, Wojciech Comparison of Three Commercially Available, AI-Driven Cephalometric Analysis Tools in Orthodontics true true /api/journal/10017543 REVIEWED true false 10017543 false 10017543 true 2077-0383 Journal FOREIGN 13 13 3733 3733 17 2024 Background: Cephalometric analysis (CA) is an indispensable diagnostic tool in orthodontics for treatment planning and outcome assessment. Manual CA is time-consuming and prone to variability. Methods: This study aims to compare the accuracy and repeatability of CA results among three commercial AI-driven programs: CephX, WebCeph, and AudaxCeph. This study involved a retrospective analysis of lateral cephalograms from a single orthodontic center. Automated CA was performed using the AI programs, focusing on common parameters defined by Downs, Ricketts, and Steiner. Repeatability was tested through 50 randomly reanalyzed cases by each software. Statistical analyses included intraclass correlation coefficients (ICC3) for agreement and the Friedman test for concordance. Results: One hundred twenty-four cephalograms were analyzed. High agreement between the AI systems was noted for most parameters (ICC3 > 0.9). Notable differences were found in the measurements of angle convexity and the occlusal plane, where discrepancies suggested different methodologies among the programs. Some analyses presented high variability in the results, indicating errors. Repeatability analysis revealed perfect agreement within each program. Conclusions: AI-driven cephalometric analysis tools demonstrate a high potential for reliable and efficient orthodontic assessments, with substantial agreement in repeated analyses. Despite this, the observed discrepancies and high variability in part of analyses underscore the need for standardization across AI platforms and the critical evaluation of automated results by clinicians, particularly in parameters with significant treatment implications. true 2024 true true true false true false GOLD 2026-08-20 true https://doi.org/10.3390/jcm13133733 17 0 17 17 0 17 16 10 16 17 17 17 17 17 0 0 17 17 17 17 0 0 0 Folyóiratcikk Journal Article 24 16 Könyvrészlet Chapter in Book 25 1 Könyv Book 23 0 Egyéb konferenciaközlemény Conference paper 31 0 Egyéb konferenciakötet Conference proceedings 32 0 Oltalmi formák Protection forms 26 0 Disszertáció Thesis 28 0 Egyéb Miscellaneous 29 0 Alkotás Achievement 22 0 Kutatási adat Research data 33 0 Folyóiratcikk Journal Article 24 0 0 0 Könyvrészlet Chapter in Book 25 0 0 0 Könyv Book 23 0 0 0 Egyéb konferenciaközlemény Conference paper 31 0 0 0 Egyéb konferenciakötet Conference proceedings 32 0 0 0 Oltalmi formák Protection forms 26 0 0 0 Disszertáció Thesis 28 0 0 0 Egyéb Miscellaneous 29 0 0 0 Alkotás Achievement 22 0 0 0 Kutatási adat Research data 33 0 0 0 2025 0 8 8 8 8 2026 0 9 9 9 9 Q1 false false false false 2024-07-21T12:35:46.993+0000 Orális Diagnosztikai Tanszék (SE / FOK) 1 4 1 8 0 true Language 10002 /api/language/10002 Angol English true 2 true PersonAuthorship 118073524 /api/authorship/118073524 1 0.125 true false true Kazimierczak Wojciech true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 118073525 /api/authorship/118073525 2 0.125 false false false Gawin Grzegorz true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 118073526 /api/authorship/118073526 3 0.125 false false false Janiszewska-Olszowska Joanna true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 118073527 /api/authorship/118073527 4 0.125 false false false Dyszkiewicz-Konwińska Marta true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 118073528 /api/authorship/118073528 5 0.125 false false false Nowicki Paweł true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 118073529 /api/authorship/118073529 6 0.125 false false false Kazimierczak Natalia true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 118073530 /api/authorship/118073530 7 0.125 false false false Serafin Zbigniew true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 118073531 /api/authorship/118073531 8 0.125 false true false Author 10092814 /api/author/10092814 Orhan Kaan true true Orhan Kaan true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PublicationIdentifier 26738439 /api/publicationidentifier/26738439 PlainSource 6 /api/publicationsource/6 PublicationSourceType 10001 /api/publicationsourcetype/10001 true true true DOI DOI https://doi.org/@@@ true true 6 true GOLD true IDENTICAL 10.3390/jcm13133733 https://doi.org/10.3390/jcm13133733 false true PublicationIdentifier 26855073 /api/publicationidentifier/26855073 PlainSource 1 /api/publicationsource/1 PublicationSourceType 10003 /api/publicationsourcetype/10003 false true true WoS WoS https://www.webofscience.com/wos/woscc/full-record/@@@ true true 1 true IDENTICAL 001268156900001 https://www.webofscience.com/wos/woscc/full-record/001268156900001 true true PublicationIdentifier 26855071 /api/publicationidentifier/26855071 PlainSource 3 /api/publicationsource/3 PublicationSourceType 10003 /api/publicationsourcetype/10003 false true true Scopus Scopus http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-@@@ true true 3 true IDENTICAL 85198428841 http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85198428841 true true PublicationIdentifier 26855074 /api/publicationidentifier/26855074 PlainSource 17 /api/publicationsource/17 PublicationSourceType 10003 /api/publicationsourcetype/10003 false true true PubMed PubMed http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&list_uids=@@@&dopt=Abstract true true 17 true IDENTICAL 38999299 http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&list_uids=38999299&dopt=Abstract true true SjrRating 11482758 /api/sjrrating/11482758 607 0.24 journal RatingType 10002 /api/ratingtype/10002 sjr true true ClassificationExternal 2701 /api/classificationexternal/2701 true 2701 true Q1 DIRECT true true /api/publication/35075271 <div class="JournalArticle Publication long-list"> <div class="authors"> <img title="Forrásközlemény" style="float: left" src="/frontend/resources/grid/publication-core-icon.png"> <div class="autype autype0"> <span class="author-name" >Kazimierczak Wojciech ✉ </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Gawin Grzegorz </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Janiszewska-Olszowska Joanna </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Dyszkiewicz-Konwińska Marta </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Nowicki Paweł </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Kazimierczak Natalia </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Serafin Zbigniew </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10092814"><a href="/gui2/?type=authors&mode=browse&sel=10092814" target="_blank">Orhan Kaan (<span class="authorship-author-name">Orhan Kaan</span> <span class="authorAux-mtmt"> Fogorvostudomány</span>) </a> </span> <span class="author-affil"><span title="Semmelweis Egyetem">SE</span>/<span title="Fogorvostudományi Kar">FOK</span>/Orális Diagnosztikai Tanszék</span> </div> </div> <div class="title"><a href="/gui2/?mode=browse&params=publication;35075271" target="_blank">Comparison of Three Commercially Available, AI-Driven Cephalometric Analysis Tools in Orthodontics</a></div> <div> <span class="journal-title">JOURNAL OF CLINICAL MEDICINE</span> <span class="journal-issn">( <a target="_blank" href="https://portal.issn.org/resource/ISSN/2077-0383">2077-0383</a>)</span>: <span class="journal-volume">13</span> <span class="journal-issue">13</span> <span class="page"> Paper 3733. 17 p. </span> <span class="year">(2024)</span> </div> <div class="pub-footer"> <span class="language" xmlns="http://www.w3.org/1999/html">Nyelv: Angol | </span> <span class="identifiers"> <span class="id identifier oa_GOLD" title=" Gold "> <a style="color:blue" title="10.3390/jcm13133733" target="_blank" href="https://doi.org/10.3390/jcm13133733"> DOI </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="001268156900001" target="_blank" href="https://www.webofscience.com/wos/woscc/full-record/001268156900001"> WoS </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="85198428841" target="_blank" href="http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85198428841"> Scopus </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="38999299" target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&list_uids=38999299&dopt=Abstract"> PubMed </a> </span> </span> <OnlyViewableByAuthor><div class="ratings"> <div class="journal-subject">Folyóirat szakterülete: Scopus - Medicine (miscellaneous)&nbsp;&nbsp;&nbsp;SJR indikátor:&nbsp;Q1</div> </div></OnlyViewableByAuthor> <div class="publication-citation" style="margin-left: 0.5cm;"> <span title="Nyilvános idézőközlemények összesen, említések nélkül" class="citingPub-count">Nyilvános idéző összesen: 17</span> | Független: 17 | Függő: 0 | Nem jelölt: 0 | WoS jelölt: 10 | Scopus jelölt:&nbsp;16 | WoS/Scopus jelölt:&nbsp;17 | DOI jelölt:&nbsp;16 </div> <div class="mtid"><span class="long-pub-mtid">Közlemény: 35075271</span> | <span class="status-data status-VALIDATED"> Egyeztetett </span> Forrás | <span class="type-subtype">Folyóiratcikk ( Szakcikk ) </span> | <span class="pub-category">Tudományos</span> | <span class="publication-sourceOfData">kézi felvitel</span> </div> <div class="lastModified">Utolsó módosítás: 2024.07.22. 14:35 Molnár-Taga Márta (SE 4-es admin) </div> </div></div>