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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| ISSN: | 2543-6031 |
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| DOI: | 10.3390/arm94010005 |
