Development and validation of data-driven, decision tree-based algorithms for identifying Behçet's disease in claims data.
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| Title: | Development and validation of data-driven, decision tree-based algorithms for identifying Behçet's disease in claims data. |
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| Authors: | Sada KE; Department of Clinical Epidemiology, Kochi Medical School, Nankoku, Japan. Electronic address: sadak@kochi-u.ac.jp., Miyawaki Y; Department of Nephrology, Rheumatology, Endocrinology, and Metabolism, Okayama University, Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama, Japan., Yanai R; Division of Rheumatology, Department of Medicine, Showa Medical University School of Medicine, Tokyo, Japan., Kida T; Inflammation and Immunology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan., Onishi A; Department of Advanced Medicine for Rheumatic Diseases, Graduate School of Medicine, Kyoto University, Kyoto, Japan., Yoshimi R; Department of Stem Cell and Immune Regulation, Yokohama City University Graduate School of Medicine, Yokohama, Japan; Clinical Laboratory Department, Yokohama City University Hospital, Yokohama, Japan., Ichinose K; Department of Rheumatology, Shimane University Faculty of Medicine, Izumo, Japan., Shimojima Y; Department of Medicine (Neurology and Rheumatology), Shinshu University School of Medicine, Matsumoto, Japan. |
| Source: | International journal of medical informatics [Int J Med Inform] 2026 Apr 01; Vol. 209, pp. 106266. Date of Electronic Publication: 2026 Jan 05. |
| Publication Type: | Journal Article; Validation Study |
| Journal Info: | Publisher: Elsevier Science Ireland Ltd Country of Publication: Ireland NLM ID: 9711057 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-8243 (Electronic) Linking ISSN: 13865056 NLM ISO Abbreviation: Int J Med Inform Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41506174 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Development and validation of data-driven, decision tree-based algorithms for identifying Behçet's disease in claims data. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Sada+KE%22">Sada KE</searchLink>; Department of Clinical Epidemiology, Kochi Medical School, Nankoku, Japan. Electronic address: sadak@kochi-u.ac.jp.<br /><searchLink fieldCode="AU" term="%22Miyawaki+Y%22">Miyawaki Y</searchLink>; Department of Nephrology, Rheumatology, Endocrinology, and Metabolism, Okayama University, Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama, Japan.<br /><searchLink fieldCode="AU" term="%22Yanai+R%22">Yanai R</searchLink>; Division of Rheumatology, Department of Medicine, Showa Medical University School of Medicine, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Kida+T%22">Kida T</searchLink>; Inflammation and Immunology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan.<br /><searchLink fieldCode="AU" term="%22Onishi+A%22">Onishi A</searchLink>; Department of Advanced Medicine for Rheumatic Diseases, Graduate School of Medicine, Kyoto University, Kyoto, Japan.<br /><searchLink fieldCode="AU" term="%22Yoshimi+R%22">Yoshimi R</searchLink>; Department of Stem Cell and Immune Regulation, Yokohama City University Graduate School of Medicine, Yokohama, Japan; Clinical Laboratory Department, Yokohama City University Hospital, Yokohama, Japan.<br /><searchLink fieldCode="AU" term="%22Ichinose+K%22">Ichinose K</searchLink>; Department of Rheumatology, Shimane University Faculty of Medicine, Izumo, Japan.<br /><searchLink fieldCode="AU" term="%22Shimojima+Y%22">Shimojima Y</searchLink>; Department of Medicine (Neurology and Rheumatology), Shinshu University School of Medicine, Matsumoto, Japan. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%229711057%22">International journal of medical informatics</searchLink> [Int J Med Inform] 2026 Apr 01; Vol. 209, pp. 106266. <i>Date of Electronic Publication: </i>2026 Jan 05. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Validation Study – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier+Science+Ireland+Ltd%22">Elsevier Science Ireland Ltd </searchLink><i>Country of Publication: </i>Ireland <i>NLM ID: </i>9711057 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1872-8243 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2213865056%22">13865056 </searchLink><i>NLM ISO Abbreviation: </i>Int J Med Inform <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41506174 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1016/j.ijmedinf.2026.106266 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 106266 Titles: – TitleFull: Development and validation of data-driven, decision tree-based algorithms for identifying Behçet's disease in claims data. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Sada KE – PersonEntity: Name: NameFull: Miyawaki Y – PersonEntity: Name: NameFull: Yanai R – PersonEntity: Name: NameFull: Kida T – PersonEntity: Name: NameFull: Onishi A – PersonEntity: Name: NameFull: Yoshimi R – PersonEntity: Name: NameFull: Ichinose K – PersonEntity: Name: NameFull: Shimojima Y IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 04 Text: 2026 Apr 01 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1872-8243 Numbering: – Type: volume Value: 209 Titles: – TitleFull: International journal of medical informatics Type: main |
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