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Accuracy and generalizability of an open-source deep learning model for facial bone segmentation on CT and CBCT scans: An ex vivo study.

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Title: Accuracy and generalizability of an open-source deep learning model for facial bone segmentation on CT and CBCT scans: An ex vivo study.
Authors: Gkantidis N; Department of Orthodontics and Dentofacial Orthopedics, School of Dental Medicine, University of Bern, CH-3010 Bern, Switzerland. Electronic address: nikolaos.gkantidis@unibe.ch., Ghamri M; Department of Orthodontics and Dentofacial Orthopedics, School of Dental Medicine, University of Bern, CH-3010 Bern, Switzerland; Jeddah Second Health Cluster, 23816 Jeddah, Saudi Arabia., Dot G; Université Paris Cité, Université Sorbonne Paris Nord, Inserm UMR 1333 Oral Heath, F-92120 Montrouge, France; Service Médecine Bucco-Dentaire, AP-HP, Hôpital Pitié-Salpêtrière, F-75013 Paris, France. Electronic address: gauthier.dot@aphp.fr.
Source: Journal of dentistry [J Dent] 2026 Jul; Vol. 170, pp. 106663. Date of Electronic Publication: 2026 Mar 27.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: England NLM ID: 0354422 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-176X (Electronic) Linking ISSN: 03005712 NLM ISO Abbreviation: J Dent Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Gkantidis+N%22">Gkantidis N</searchLink>; Department of Orthodontics and Dentofacial Orthopedics, School of Dental Medicine, University of Bern, CH-3010 Bern, Switzerland. Electronic address: nikolaos.gkantidis@unibe.ch.<br /><searchLink fieldCode="AU" term="%22Ghamri+M%22">Ghamri M</searchLink>; Department of Orthodontics and Dentofacial Orthopedics, School of Dental Medicine, University of Bern, CH-3010 Bern, Switzerland; Jeddah Second Health Cluster, 23816 Jeddah, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Dot+G%22">Dot G</searchLink>; Université Paris Cité, Université Sorbonne Paris Nord, Inserm UMR 1333 Oral Heath, F-92120 Montrouge, France; Service Médecine Bucco-Dentaire, AP-HP, Hôpital Pitié-Salpêtrière, F-75013 Paris, France. Electronic address: gauthier.dot@aphp.fr.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier%22">Elsevier </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>0354422 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1879-176X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2203005712%22">03005712 </searchLink><i>NLM ISO Abbreviation: </i>J Dent <i>Subsets: </i>MEDLINE
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        Value: 10.1016/j.jdent.2026.106663
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      – TitleFull: Accuracy and generalizability of an open-source deep learning model for facial bone segmentation on CT and CBCT scans: An ex vivo study.
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              Text: 2026 Jul
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