Prediction of Chronic Obstructive Pulmonary Disease Using Machine Learning, Clinical Summary Notes, and Vital Signs: A Single-Center Retrospective Cohort Study in the United States.
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| Title: | Prediction of Chronic Obstructive Pulmonary Disease Using Machine Learning, Clinical Summary Notes, and Vital Signs: A Single-Center Retrospective Cohort Study in the United States. |
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| Authors: | Meng S; Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA., Sagreiya H; Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, USA., Orangi-Fard N; Department of Mathematics and Statistics, Georgia Gwinnett College, Lawrenceville, GA 30043, USA. |
| Source: | Advances in respiratory medicine [Adv Respir Med] 2026 Jan 07; Vol. 94 (1). Date of Electronic Publication: 2026 Jan 07. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: MDPI Country of Publication: Switzerland NLM ID: 101697329 Publication Model: Electronic Cited Medium: Internet ISSN: 2543-6031 (Electronic) Linking ISSN: 24514934 NLM ISO Abbreviation: Adv Respir Med Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41562963 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Prediction of Chronic Obstructive Pulmonary Disease Using Machine Learning, Clinical Summary Notes, and Vital Signs: A Single-Center Retrospective Cohort Study in the United States. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Meng+S%22">Meng S</searchLink>; Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.<br /><searchLink fieldCode="AU" term="%22Sagreiya+H%22">Sagreiya H</searchLink>; Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, USA.<br /><searchLink fieldCode="AU" term="%22Orangi-Fard+N%22">Orangi-Fard N</searchLink>; Department of Mathematics and Statistics, Georgia Gwinnett College, Lawrenceville, GA 30043, USA. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101697329%22">Advances in respiratory medicine</searchLink> [Adv Respir Med] 2026 Jan 07; Vol. 94 (1). <i>Date of Electronic Publication: </i>2026 Jan 07. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22MDPI%22">MDPI </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101697329 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2543-6031 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2224514934%22">24514934 </searchLink><i>NLM ISO Abbreviation: </i>Adv Respir Med <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41562963 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/arm94010005 Languages: – Code: eng Text: English Titles: – TitleFull: Prediction of Chronic Obstructive Pulmonary Disease Using Machine Learning, Clinical Summary Notes, and Vital Signs: A Single-Center Retrospective Cohort Study in the United States. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Meng S – PersonEntity: Name: NameFull: Sagreiya H – PersonEntity: Name: NameFull: Orangi-Fard N IsPartOfRelationships: – BibEntity: Dates: – D: 07 M: 01 Text: 2026 Jan 07 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 2543-6031 Numbering: – Type: volume Value: 94 – Type: issue Value: 1 Titles: – TitleFull: Advances in respiratory medicine Type: main |
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