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Deep Learning-Based Detection of Overhanging Restorations and Calculation of Radiographic Alveolar Bone Loss Percentage with YOLOv11 and YOLOv12.

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Title: Deep Learning-Based Detection of Overhanging Restorations and Calculation of Radiographic Alveolar Bone Loss Percentage with YOLOv11 and YOLOv12.
Authors: Acipinar S; Faculty of Dentistry, Department of Periodontology, Sivas Cumhuriyet University, Sivas, Türkiye. sukranacipinar@cumhuriyet.edu.tr., Aydogdu M; Faculty of Dentistry, Department of Oral and Maxillofacial Radiology, Kırıkkale University, Kırıkkale, Türkiye., Kockanat A; Faculty of Dentistry, Department of Pedodontics, Sivas Cumhuriyet University, Sivas, Türkiye.
Source: Journal of imaging informatics in medicine [J Imaging Inform Med] 2026 Jun 15. Date of Electronic Publication: 2026 Jun 15.
Publication Type: Journal Article
Journal Info: Publisher: Springer Nature Country of Publication: Switzerland NLM ID: 9918663679206676 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2948-2933 (Electronic) Linking ISSN: 29482925 NLM ISO Abbreviation: J Imaging Inform Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Deep Learning-Based Detection of Overhanging Restorations and Calculation of Radiographic Alveolar Bone Loss Percentage with YOLOv11 and YOLOv12.
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  Data: <searchLink fieldCode="AU" term="%22Acipinar+S%22">Acipinar S</searchLink>; Faculty of Dentistry, Department of Periodontology, Sivas Cumhuriyet University, Sivas, Türkiye. sukranacipinar@cumhuriyet.edu.tr.<br /><searchLink fieldCode="AU" term="%22Aydogdu+M%22">Aydogdu M</searchLink>; Faculty of Dentistry, Department of Oral and Maxillofacial Radiology, Kırıkkale University, Kırıkkale, Türkiye.<br /><searchLink fieldCode="AU" term="%22Kockanat+A%22">Kockanat A</searchLink>; Faculty of Dentistry, Department of Pedodontics, Sivas Cumhuriyet University, Sivas, Türkiye.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer+Nature%22">Springer Nature </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>9918663679206676 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2948-2933 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2229482925%22">29482925 </searchLink><i>NLM ISO Abbreviation: </i>J Imaging Inform Med <i>Subsets: </i>MEDLINE
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        Value: 10.1007/s10278-026-02048-1
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        Text: English
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      – TitleFull: Deep Learning-Based Detection of Overhanging Restorations and Calculation of Radiographic Alveolar Bone Loss Percentage with YOLOv11 and YOLOv12.
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            NameFull: Acipinar S
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            NameFull: Aydogdu M
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            – D: 15
              M: 06
              Text: 2026 Jun 15
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