Applicability and performance of convolutional neural networks for the identification of periodontal bone loss in periapical radiographs: a scoping review.
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| Title: | Applicability and performance of convolutional neural networks for the identification of periodontal bone loss in periapical radiographs: a scoping review. |
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| Authors: | Putra RH; Department of Dentomaxillofacial Radiology, Faculty of Dental Medicine, Universitas Airlangga, Jalan Prof. Dr. Mayjen Moestopo No. 47, Surabaya, 60132, East Java, Indonesia. ramadhan.hardani@fkg.unair.ac.id., Astuti ER; Department of Dentomaxillofacial Radiology, Faculty of Dental Medicine, Universitas Airlangga, Jalan Prof. Dr. Mayjen Moestopo No. 47, Surabaya, 60132, East Java, Indonesia., Nurrachman AS; Department of Dentomaxillofacial Radiology, Faculty of Dental Medicine, Universitas Airlangga, Jalan Prof. Dr. Mayjen Moestopo No. 47, Surabaya, 60132, East Java, Indonesia., Savitri Y; Department of Dentomaxillofacial Radiology, Faculty of Dental Medicine, Universitas Airlangga, Jalan Prof. Dr. Mayjen Moestopo No. 47, Surabaya, 60132, East Java, Indonesia., Vadya AV; Bachelor of Dental Medicine Study Program, Faculty of Dental Medicine, Universitas Airlangga, Surabaya, Indonesia., Khairunisa ST; Bachelor of Dental Medicine Study Program, Faculty of Dental Medicine, Universitas Airlangga, Surabaya, Indonesia., Iikubo M; Division of Dental Informatics and Radiology, Tohoku University Graduate School of Dentistry, Sendai, Japan. |
| Source: | Oral radiology [Oral Radiol] 2026 Jan; Vol. 42 (1), pp. 1-12. Date of Electronic Publication: 2025 Jul 09. |
| Publication Type: | Journal Article; Scoping Review |
| Journal Info: | Publisher: Springer-Verlag Tokyo Country of Publication: Japan NLM ID: 8806621 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1613-9674 (Electronic) Linking ISSN: 09116028 NLM ISO Abbreviation: Oral Radiol Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 40632421 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Applicability and performance of convolutional neural networks for the identification of periodontal bone loss in periapical radiographs: a scoping review. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Putra+RH%22">Putra RH</searchLink>; Department of Dentomaxillofacial Radiology, Faculty of Dental Medicine, Universitas Airlangga, Jalan Prof. Dr. Mayjen Moestopo No. 47, Surabaya, 60132, East Java, Indonesia. ramadhan.hardani@fkg.unair.ac.id.<br /><searchLink fieldCode="AU" term="%22Astuti+ER%22">Astuti ER</searchLink>; Department of Dentomaxillofacial Radiology, Faculty of Dental Medicine, Universitas Airlangga, Jalan Prof. Dr. Mayjen Moestopo No. 47, Surabaya, 60132, East Java, Indonesia.<br /><searchLink fieldCode="AU" term="%22Nurrachman+AS%22">Nurrachman AS</searchLink>; Department of Dentomaxillofacial Radiology, Faculty of Dental Medicine, Universitas Airlangga, Jalan Prof. Dr. Mayjen Moestopo No. 47, Surabaya, 60132, East Java, Indonesia.<br /><searchLink fieldCode="AU" term="%22Savitri+Y%22">Savitri Y</searchLink>; Department of Dentomaxillofacial Radiology, Faculty of Dental Medicine, Universitas Airlangga, Jalan Prof. Dr. Mayjen Moestopo No. 47, Surabaya, 60132, East Java, Indonesia.<br /><searchLink fieldCode="AU" term="%22Vadya+AV%22">Vadya AV</searchLink>; Bachelor of Dental Medicine Study Program, Faculty of Dental Medicine, Universitas Airlangga, Surabaya, Indonesia.<br /><searchLink fieldCode="AU" term="%22Khairunisa+ST%22">Khairunisa ST</searchLink>; Bachelor of Dental Medicine Study Program, Faculty of Dental Medicine, Universitas Airlangga, Surabaya, Indonesia.<br /><searchLink fieldCode="AU" term="%22Iikubo+M%22">Iikubo M</searchLink>; Division of Dental Informatics and Radiology, Tohoku University Graduate School of Dentistry, Sendai, Japan. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%228806621%22">Oral radiology</searchLink> [Oral Radiol] 2026 Jan; Vol. 42 (1), pp. 1-12. <i>Date of Electronic Publication: </i>2025 Jul 09. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Scoping Review – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer-Verlag+Tokyo%22">Springer-Verlag Tokyo </searchLink><i>Country of Publication: </i>Japan <i>NLM ID: </i>8806621 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1613-9674 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2209116028%22">09116028 </searchLink><i>NLM ISO Abbreviation: </i>Oral Radiol <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=40632421 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s11282-025-00839-w Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 1 Titles: – TitleFull: Applicability and performance of convolutional neural networks for the identification of periodontal bone loss in periapical radiographs: a scoping review. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Putra RH – PersonEntity: Name: NameFull: Astuti ER – PersonEntity: Name: NameFull: Nurrachman AS – PersonEntity: Name: NameFull: Savitri Y – PersonEntity: Name: NameFull: Vadya AV – PersonEntity: Name: NameFull: Khairunisa ST – PersonEntity: Name: NameFull: Iikubo M IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Text: 2026 Jan Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1613-9674 Numbering: – Type: volume Value: 42 – Type: issue Value: 1 Titles: – TitleFull: Oral radiology Type: main |
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