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Deep learning-based segmentation of caries, implants, fixed prosthesis, and restorations on bitewing radiographs: A retrospective study.

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Title: Deep learning-based segmentation of caries, implants, fixed prosthesis, and restorations on bitewing radiographs: A retrospective study.
Authors: Parekh A; Department of Biomedical Materials Science, School of Dentistry, University of Mississippi Medical Center, Jackson, MS, USA., Jagtap R; Division of Oral & Maxillofacial Radiology, Department of Care Planning & Restorative Sciences, Department of Radiology, School of Medicine, American Dental Education Association Radiology Section, International Association for Dental Research Diagnostic Group, University of Mississippi Medical Center, Jackson, MS, USA., Samata Y; Department of Oral Medicine and Radiology, Sibar Institute of Dental Sciences, Guntur, India., Kotha P; Department of Oral Medicine and Radiology, Sibar Institute of Dental Sciences, Guntur, India., Sanjana M; Department of Oral Medicine and Radiology, Sibar Institute of Dental Sciences, Guntur, India., Tretto P; Department of Oral Surgery, Regional Integrated University of Alto Uruguai and Missions, Erechim, Brazil., Roach MD; Department of Biomedical Materials Science, School of Dentistry, University of Mississippi Medical Center, Jackson, MS, USA., Jaju P; Oral Medicine and Radiology, Rishiraj College of Dental Sciences & Research Centre, Bhopal, India., Friedel A; VELMENI Inc., Sunnyvale, CA, USA., Feinberg M; VELMENI Inc., Sunnyvale, CA, USA., Suri M; VELMENI Inc., Sunnyvale, CA, USA., Briner Garrido M; Department of Oral Pathology, Radiology and Medicine, University of Missouri-Kansas City, MO, USA.
Source: Science progress [Sci Prog] 2026 Apr-Jun; Vol. 109 (2), pp. 368504261439717. Date of Electronic Publication: 2026 Apr 10.
Publication Type: Journal Article
Journal Info: Publisher: SAGE Publications Country of Publication: England NLM ID: 0411361 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2047-7163 (Electronic) Linking ISSN: 00368504 NLM ISO Abbreviation: Sci Prog Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="JN" term="%220411361%22">Science progress</searchLink> [Sci Prog] 2026 Apr-Jun; Vol. 109 (2), pp. 368504261439717. <i>Date of Electronic Publication: </i>2026 Apr 10.
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