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Automated deep learning detection of orthodontically induced external apical root resorption in maxillary incisors on panoramic radiographs.

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Title: Automated deep learning detection of orthodontically induced external apical root resorption in maxillary incisors on panoramic radiographs.
Authors: Özden S; İnönü University, Malatya, Turkey. samet.ozden@inonu.edu.tr., Kula B; İstanbul Galata University, İstanbul, Turkey., Tankuş M; Harran University, Şanlıurfa, Turkey.
Source: Progress in orthodontics [Prog Orthod] 2026 Feb 26; Vol. 27 (1). Date of Electronic Publication: 2026 Feb 26.
Publication Type: Journal Article; Comparative Study
Journal Info: Publisher: Springer Country of Publication: Germany NLM ID: 100936353 Publication Model: Electronic Cited Medium: Internet ISSN: 2196-1042 (Electronic) Linking ISSN: 17237785 NLM ISO Abbreviation: Prog Orthod Subsets: MEDLINE
Database: MEDLINE Ultimate
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PubType: Academic Journal
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  Data: Automated deep learning detection of orthodontically induced external apical root resorption in maxillary incisors on panoramic radiographs.
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  Data: <searchLink fieldCode="AU" term="%22Özden+S%22">Özden S</searchLink>; İnönü University, Malatya, Turkey. samet.ozden@inonu.edu.tr.<br /><searchLink fieldCode="AU" term="%22Kula+B%22">Kula B</searchLink>; İstanbul Galata University, İstanbul, Turkey.<br /><searchLink fieldCode="AU" term="%22Tankuş+M%22">Tankuş M</searchLink>; Harran University, Şanlıurfa, Turkey.
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  Data: <searchLink fieldCode="JN" term="%22100936353%22">Progress in orthodontics</searchLink> [Prog Orthod] 2026 Feb 26; Vol. 27 (1). <i>Date of Electronic Publication: </i>2026 Feb 26.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer%22">Springer </searchLink><i>Country of Publication: </i>Germany <i>NLM ID: </i>100936353 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2196-1042 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2217237785%22">17237785 </searchLink><i>NLM ISO Abbreviation: </i>Prog Orthod <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41741904
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1186/s40510-026-00610-9
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      – Code: eng
        Text: English
    Titles:
      – TitleFull: Automated deep learning detection of orthodontically induced external apical root resorption in maxillary incisors on panoramic radiographs.
        Type: main
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      – PersonEntity:
          Name:
            NameFull: Özden S
      – PersonEntity:
          Name:
            NameFull: Kula B
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            NameFull: Tankuş M
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          Dates:
            – D: 26
              M: 02
              Text: 2026 Feb 26
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-electronic
              Value: 2196-1042
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              Value: 27
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              Value: 1
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            – TitleFull: Progress in orthodontics
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