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Synthetic imaging in dentistry: A narrative review of deep learning techniques and applications.

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Title: Synthetic imaging in dentistry: A narrative review of deep learning techniques and applications.
Authors: Khalil B; Department of Dental Medicine, Karolinska Institute, Stockholm, Sweden; ITU/WHO/WIPO Global Initiative on Artificial Intelligence for Health, Topic Group Oral Health, Geneva, Switzerland., Baraka M; ITU/WHO/WIPO Global Initiative on Artificial Intelligence for Health, Topic Group Oral Health, Geneva, Switzerland; Faculty of Dentistry, Alexandria University, Egypt., Haghighat S; ITU/WHO/WIPO Global Initiative on Artificial Intelligence for Health, Topic Group Oral Health, Geneva, Switzerland; Department of Dentistry and Oral Health, Aarhus University, Denmark., Jain S; ITU/WHO/WIPO Global Initiative on Artificial Intelligence for Health, Topic Group Oral Health, Geneva, Switzerland; Department of Dentistry and Oral Health, Aarhus University, Denmark., Manila N; ITU/WHO/WIPO Global Initiative on Artificial Intelligence for Health, Topic Group Oral Health, Geneva, Switzerland; College of Dental Medicine, California Northstate University, Sacramento, CA, United States., Ramani R; ITU/WHO/WIPO Global Initiative on Artificial Intelligence for Health, Topic Group Oral Health, Geneva, Switzerland; Melbourne Dental School, University of Melbourne, Carlton, Victoria, Australia., Tichy A; ITU/WHO/WIPO Global Initiative on Artificial Intelligence for Health, Topic Group Oral Health, Geneva, Switzerland; Department of Conservative Dentistry, Periodontology and Digital Dentistry, LMU University Hospital, LMU Munich, Germany; Institute of Dental Medicine, Charles University, Prague, Czech Republic., Tolstaya E; ITU/WHO/WIPO Global Initiative on Artificial Intelligence for Health, Topic Group Oral Health, Geneva, Switzerland; Department of Conservative Dentistry, Periodontology and Digital Dentistry, LMU University Hospital, LMU Munich, Germany., Schwendicke F; ITU/WHO/WIPO Global Initiative on Artificial Intelligence for Health, Topic Group Oral Health, Geneva, Switzerland; Department of Conservative Dentistry, Periodontology and Digital Dentistry, LMU University Hospital, LMU Munich, Germany., Pauwels R; ITU/WHO/WIPO Global Initiative on Artificial Intelligence for Health, Topic Group Oral Health, Geneva, Switzerland; Department of Dentistry and Oral Health, Aarhus University, Denmark. Electronic address: ruben.pauwels@dent.au.dk.
Source: Journal of dentistry [J Dent] 2026 Feb; Vol. 165, pp. 106274. Date of Electronic Publication: 2025 Dec 01.
Publication Type: Journal Article; Review; Research Support, Non-U.S. Gov't
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: Synthetic imaging in dentistry: A narrative review of deep learning techniques and applications.
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  Data: <searchLink fieldCode="AU" term="%22Khalil+B%22">Khalil B</searchLink>; Department of Dental Medicine, Karolinska Institute, Stockholm, Sweden; ITU/WHO/WIPO Global Initiative on Artificial Intelligence for Health, Topic Group Oral Health, Geneva, Switzerland.<br /><searchLink fieldCode="AU" term="%22Baraka+M%22">Baraka M</searchLink>; ITU/WHO/WIPO Global Initiative on Artificial Intelligence for Health, Topic Group Oral Health, Geneva, Switzerland; Faculty of Dentistry, Alexandria University, Egypt.<br /><searchLink fieldCode="AU" term="%22Haghighat+S%22">Haghighat S</searchLink>; ITU/WHO/WIPO Global Initiative on Artificial Intelligence for Health, Topic Group Oral Health, Geneva, Switzerland; Department of Dentistry and Oral Health, Aarhus University, Denmark.<br /><searchLink fieldCode="AU" term="%22Jain+S%22">Jain S</searchLink>; ITU/WHO/WIPO Global Initiative on Artificial Intelligence for Health, Topic Group Oral Health, Geneva, Switzerland; Department of Dentistry and Oral Health, Aarhus University, Denmark.<br /><searchLink fieldCode="AU" term="%22Manila+N%22">Manila N</searchLink>; ITU/WHO/WIPO Global Initiative on Artificial Intelligence for Health, Topic Group Oral Health, Geneva, Switzerland; College of Dental Medicine, California Northstate University, Sacramento, CA, United States.<br /><searchLink fieldCode="AU" term="%22Ramani+R%22">Ramani R</searchLink>; ITU/WHO/WIPO Global Initiative on Artificial Intelligence for Health, Topic Group Oral Health, Geneva, Switzerland; Melbourne Dental School, University of Melbourne, Carlton, Victoria, Australia.<br /><searchLink fieldCode="AU" term="%22Tichy+A%22">Tichy A</searchLink>; ITU/WHO/WIPO Global Initiative on Artificial Intelligence for Health, Topic Group Oral Health, Geneva, Switzerland; Department of Conservative Dentistry, Periodontology and Digital Dentistry, LMU University Hospital, LMU Munich, Germany; Institute of Dental Medicine, Charles University, Prague, Czech Republic.<br /><searchLink fieldCode="AU" term="%22Tolstaya+E%22">Tolstaya E</searchLink>; ITU/WHO/WIPO Global Initiative on Artificial Intelligence for Health, Topic Group Oral Health, Geneva, Switzerland; Department of Conservative Dentistry, Periodontology and Digital Dentistry, LMU University Hospital, LMU Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Schwendicke+F%22">Schwendicke F</searchLink>; ITU/WHO/WIPO Global Initiative on Artificial Intelligence for Health, Topic Group Oral Health, Geneva, Switzerland; Department of Conservative Dentistry, Periodontology and Digital Dentistry, LMU University Hospital, LMU Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Pauwels+R%22">Pauwels R</searchLink>; ITU/WHO/WIPO Global Initiative on Artificial Intelligence for Health, Topic Group Oral Health, Geneva, Switzerland; Department of Dentistry and Oral Health, Aarhus University, Denmark. Electronic address: ruben.pauwels@dent.au.dk.
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              Text: 2026 Feb
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