Application of deep machine learning in dental education: a systematic review of effectiveness in dental students' teaching learning outcomes.

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Title: Application of deep machine learning in dental education: a systematic review of effectiveness in dental students' teaching learning outcomes.
Authors: Buva K; Department of Oral Pathology and Microbiology, Bharati Vidyapeeth Deemed to be University Dental College and Hospital, Navi Mumbai, Maharashtra, India. kirti.buva@bharatividyapeeth.edu., Deshmukh A; Center for Interdisciplinary Research, D Y Patil University, Navi Mumbai, Maharashtra, India., Shete M; Department of Oral Pathology and Microbiology, D Y Patil Dental School. Lohegaon, Pune, Maharashtra, India., Shete A; Department of Oral Medicine and Radiology, D Y Patil Dental School. Lohegaon, Pune, Maharashtra, India., Gangurde P; Department of Orthodontics and Dentofacial Orthopedics, Bharati Vidyapeeth Deemed to be University Dental College and Hospital, Navi Mumbai, Maharashtra, India.
Source: Evidence-based dentistry [Evid Based Dent] 2026 Jul 06. Date of Electronic Publication: 2026 Jul 06.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 100883603 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1476-5446 (Electronic) Linking ISSN: 14620049 NLM ISO Abbreviation: Evid Based Dent Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Buva+K%22">Buva K</searchLink>; Department of Oral Pathology and Microbiology, Bharati Vidyapeeth Deemed to be University Dental College and Hospital, Navi Mumbai, Maharashtra, India. kirti.buva@bharatividyapeeth.edu.<br /><searchLink fieldCode="AU" term="%22Deshmukh+A%22">Deshmukh A</searchLink>; Center for Interdisciplinary Research, D Y Patil University, Navi Mumbai, Maharashtra, India.<br /><searchLink fieldCode="AU" term="%22Shete+M%22">Shete M</searchLink>; Department of Oral Pathology and Microbiology, D Y Patil Dental School. Lohegaon, Pune, Maharashtra, India.<br /><searchLink fieldCode="AU" term="%22Shete+A%22">Shete A</searchLink>; Department of Oral Medicine and Radiology, D Y Patil Dental School. Lohegaon, Pune, Maharashtra, India.<br /><searchLink fieldCode="AU" term="%22Gangurde+P%22">Gangurde P</searchLink>; Department of Orthodontics and Dentofacial Orthopedics, Bharati Vidyapeeth Deemed to be University Dental College and Hospital, Navi Mumbai, Maharashtra, India.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Nature+Publishing+Group%22">Nature Publishing Group </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>100883603 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1476-5446 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214620049%22">14620049 </searchLink><i>NLM ISO Abbreviation: </i>Evid Based Dent <i>Subsets: </i>MEDLINE
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        Value: 10.1038/s41432-026-01226-y
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            – D: 06
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              Text: 2026 Jul 06
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