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AI-driven gingival segmentation on CBCT: Validation using delineation by intraoral scanning and CBCT-based cotton roll separation.

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Title: AI-driven gingival segmentation on CBCT: Validation using delineation by intraoral scanning and CBCT-based cotton roll separation.
Authors: Fagundes FB; OMFS-IMPATH Research Group, Department of Imaging and Pathology, Faculty of Medicine, KU Leuven & Department of Oral and Maxillofacial Surgery, University Hospitals Leuven, Belgium, 3000, Leuven, Belgium; Department of Oral Diagnosis, University of Campinas, Piracicaba, Brazil., Papasratorn D; OMFS-IMPATH Research Group, Department of Imaging and Pathology, Faculty of Medicine, KU Leuven & Department of Oral and Maxillofacial Surgery, University Hospitals Leuven, Belgium, 3000, Leuven, Belgium; Department of Oral and Maxillofacial Radiology, Faculty of Dentistry, Mahidol University, Bangkok, Thailand., Elgarba BM; OMFS-IMPATH Research Group, Department of Imaging and Pathology, Faculty of Medicine, KU Leuven & Department of Oral and Maxillofacial Surgery, University Hospitals Leuven, Belgium, 3000, Leuven, Belgium; Department of Prosthodontics, Faculty of Dentistry, Tanta University, Tanta, Egypt., Fontenele RC; OMFS-IMPATH Research Group, Department of Imaging and Pathology, Faculty of Medicine, KU Leuven & Department of Oral and Maxillofacial Surgery, University Hospitals Leuven, Belgium, 3000, Leuven, Belgium; Department of Stomatology, Public Oral Health and Forensic Dentistry, Division of Oral Radiology, School of Dentistry of Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil., Neves FS; Department of Propaedeutics and Integrated Clinic, Division of Oral Radiology, School of Dentistry, Federal University of Bahia (UFBA), Salvador, Brazil., Jacobs R; OMFS-IMPATH Research Group, Department of Imaging and Pathology, Faculty of Medicine, KU Leuven & Department of Oral and Maxillofacial Surgery, University Hospitals Leuven, Belgium, 3000, Leuven, Belgium; Department of Dental Medicine, Karolinska Institute, Stockholm, Sweden. Electronic address: reinhilde.jacobs@ki.se.
Source: Journal of dentistry [J Dent] 2026 Mar; Vol. 166, pp. 106331. Date of Electronic Publication: 2026 Jan 05.
Publication Type: Journal Article; Validation Study
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: AI-driven gingival segmentation on CBCT: Validation using delineation by intraoral scanning and CBCT-based cotton roll separation.
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  Data: <searchLink fieldCode="AU" term="%22Fagundes+FB%22">Fagundes FB</searchLink>; OMFS-IMPATH Research Group, Department of Imaging and Pathology, Faculty of Medicine, KU Leuven & Department of Oral and Maxillofacial Surgery, University Hospitals Leuven, Belgium, 3000, Leuven, Belgium; Department of Oral Diagnosis, University of Campinas, Piracicaba, Brazil.<br /><searchLink fieldCode="AU" term="%22Papasratorn+D%22">Papasratorn D</searchLink>; OMFS-IMPATH Research Group, Department of Imaging and Pathology, Faculty of Medicine, KU Leuven & Department of Oral and Maxillofacial Surgery, University Hospitals Leuven, Belgium, 3000, Leuven, Belgium; Department of Oral and Maxillofacial Radiology, Faculty of Dentistry, Mahidol University, Bangkok, Thailand.<br /><searchLink fieldCode="AU" term="%22Elgarba+BM%22">Elgarba BM</searchLink>; OMFS-IMPATH Research Group, Department of Imaging and Pathology, Faculty of Medicine, KU Leuven & Department of Oral and Maxillofacial Surgery, University Hospitals Leuven, Belgium, 3000, Leuven, Belgium; Department of Prosthodontics, Faculty of Dentistry, Tanta University, Tanta, Egypt.<br /><searchLink fieldCode="AU" term="%22Fontenele+RC%22">Fontenele RC</searchLink>; OMFS-IMPATH Research Group, Department of Imaging and Pathology, Faculty of Medicine, KU Leuven & Department of Oral and Maxillofacial Surgery, University Hospitals Leuven, Belgium, 3000, Leuven, Belgium; Department of Stomatology, Public Oral Health and Forensic Dentistry, Division of Oral Radiology, School of Dentistry of Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil.<br /><searchLink fieldCode="AU" term="%22Neves+FS%22">Neves FS</searchLink>; Department of Propaedeutics and Integrated Clinic, Division of Oral Radiology, School of Dentistry, Federal University of Bahia (UFBA), Salvador, Brazil.<br /><searchLink fieldCode="AU" term="%22Jacobs+R%22">Jacobs R</searchLink>; OMFS-IMPATH Research Group, Department of Imaging and Pathology, Faculty of Medicine, KU Leuven & Department of Oral and Maxillofacial Surgery, University Hospitals Leuven, Belgium, 3000, Leuven, Belgium; Department of Dental Medicine, Karolinska Institute, Stockholm, Sweden. Electronic address: reinhilde.jacobs@ki.se.
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  Data: <searchLink fieldCode="JN" term="%220354422%22">Journal of dentistry</searchLink> [J Dent] 2026 Mar; Vol. 166, pp. 106331. <i>Date of Electronic Publication: </i>2026 Jan 05.
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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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              Text: 2026 Mar
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