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Explainable Artificial Intelligence in Dentistry: A Systematic Review of Its Trust and Translation.

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Title: Explainable Artificial Intelligence in Dentistry: A Systematic Review of Its Trust and Translation.
Authors: Thaweesapphithak S; Center of Excellence in Precision Medicine and Digital Health, Department of Physiology, Faculty of Dentistry, Chulalongkorn University, Bangkok, Thailand; Department of Oral Biomedical Sciences, International College of Dentistry, Walailak University, Bangkok, Thailand., Thongchotchat V; Center of Excellence in Precision Medicine and Digital Health, Department of Physiology, Faculty of Dentistry, Chulalongkorn University, Bangkok, Thailand., Alinejad-Rokny H; UNSW BioMedical Machine Learning Lab (BML), School of Biomedical Engineering, UNSW Sydney, Sydney, NSW 2052, Australia; Visiting Scholar (Collaborative Projects), Center of Excellence in Precision Medicine and Digital Health, Chulalongkorn University, Bangkok, Thailand., Samaranayake L; Center of Excellence in Precision Medicine and Digital Health, Department of Physiology, Faculty of Dentistry, Chulalongkorn University, Bangkok, Thailand; Faculty of Dentistry, University of Hong Kong, Hong Kong; Global Research Cell, Dr. D. Y. Patil Dental College and Hospital, Dr. D. Y. Patil Vidyapeeth, Pimpri, Pune, India., Osathanon T; Center of Excellence for Dental Stem Cell Biology, Center of Artificial Intelligence and Innovation, Department of Anatomy, Faculty of Dentistry, Chulalongkorn University, Bangkok, Thailand., Porntaveetus T; Center of Excellence in Precision Medicine and Digital Health, Department of Physiology, Faculty of Dentistry, Chulalongkorn University, Bangkok, Thailand; Chulalongkorn University Implant and Esthetic Center, Faculty of Dentistry, Chulalongkorn University, Bangkok, Thailand; Clinic of General-, Special Care and Geriatric Dentistry, Center for Dental Medicine, University of Zurich, Zurich, Switzerland. Electronic address: thantrira.p@chula.ac.th.
Source: International dental journal [Int Dent J] 2026 Aug; Vol. 76 (4), pp. 109626. Date of Electronic Publication: 2026 May 25.
Publication Type: Journal Article; Systematic Review; Review
Journal Info: Publisher: Elsevier Country of Publication: England NLM ID: 0374714 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1875-595X (Electronic) Linking ISSN: 00206539 NLM ISO Abbreviation: Int Dent J Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Thaweesapphithak+S%22">Thaweesapphithak S</searchLink>; Center of Excellence in Precision Medicine and Digital Health, Department of Physiology, Faculty of Dentistry, Chulalongkorn University, Bangkok, Thailand; Department of Oral Biomedical Sciences, International College of Dentistry, Walailak University, Bangkok, Thailand.<br /><searchLink fieldCode="AU" term="%22Thongchotchat+V%22">Thongchotchat V</searchLink>; Center of Excellence in Precision Medicine and Digital Health, Department of Physiology, Faculty of Dentistry, Chulalongkorn University, Bangkok, Thailand.<br /><searchLink fieldCode="AU" term="%22Alinejad-Rokny+H%22">Alinejad-Rokny H</searchLink>; UNSW BioMedical Machine Learning Lab (BML), School of Biomedical Engineering, UNSW Sydney, Sydney, NSW 2052, Australia; Visiting Scholar (Collaborative Projects), Center of Excellence in Precision Medicine and Digital Health, Chulalongkorn University, Bangkok, Thailand.<br /><searchLink fieldCode="AU" term="%22Samaranayake+L%22">Samaranayake L</searchLink>; Center of Excellence in Precision Medicine and Digital Health, Department of Physiology, Faculty of Dentistry, Chulalongkorn University, Bangkok, Thailand; Faculty of Dentistry, University of Hong Kong, Hong Kong; Global Research Cell, Dr. D. Y. Patil Dental College and Hospital, Dr. D. Y. Patil Vidyapeeth, Pimpri, Pune, India.<br /><searchLink fieldCode="AU" term="%22Osathanon+T%22">Osathanon T</searchLink>; Center of Excellence for Dental Stem Cell Biology, Center of Artificial Intelligence and Innovation, Department of Anatomy, Faculty of Dentistry, Chulalongkorn University, Bangkok, Thailand.<br /><searchLink fieldCode="AU" term="%22Porntaveetus+T%22">Porntaveetus T</searchLink>; Center of Excellence in Precision Medicine and Digital Health, Department of Physiology, Faculty of Dentistry, Chulalongkorn University, Bangkok, Thailand; Chulalongkorn University Implant and Esthetic Center, Faculty of Dentistry, Chulalongkorn University, Bangkok, Thailand; Clinic of General-, Special Care and Geriatric Dentistry, Center for Dental Medicine, University of Zurich, Zurich, Switzerland. Electronic address: thantrira.p@chula.ac.th.
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  Data: <searchLink fieldCode="JN" term="%220374714%22">International dental journal</searchLink> [Int Dent J] 2026 Aug; Vol. 76 (4), pp. 109626. <i>Date of Electronic Publication: </i>2026 May 25.
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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>0374714 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1875-595X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200206539%22">00206539 </searchLink><i>NLM ISO Abbreviation: </i>Int Dent J <i>Subsets: </i>MEDLINE
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              Text: 2026 Aug
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