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Predicting outcomes after hospitalisation for COPD exacerbation using machine learning.

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Title: Predicting outcomes after hospitalisation for COPD exacerbation using machine learning.
Authors: Wu CY; Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan., Hsu CN; School of Pharmacy, College of Pharmacy, Kaohsiung Medical University, Kaohsiung, Taiwan.; Department of Pharmacy, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan., Wang C; Institute of Health Data Analytics and Statistics, College of Public Health, National Taiwan University, Taipei, Taiwan., Chien JY; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan., Wang CC; Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan.; School of Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan.; Department of Pharmacy, National Taiwan University Hospital, Taipei, Taiwan., Lin FJ; Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan.; School of Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan.; Department of Pharmacy, National Taiwan University Hospital, Taipei, Taiwan.
Source: ERJ open research [ERJ Open Res] 2025 May 12; Vol. 11 (3). Date of Electronic Publication: 2025 May 12 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: European Respiratory Society Country of Publication: England NLM ID: 101671641 Publication Model: eCollection Cited Medium: Print ISSN: 2312-0541 (Print) Linking ISSN: 23120541 NLM ISO Abbreviation: ERJ Open Res Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Predicting outcomes after hospitalisation for COPD exacerbation using machine learning.
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  Data: <searchLink fieldCode="AU" term="%22Wu+CY%22">Wu CY</searchLink>; Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hsu+CN%22">Hsu CN</searchLink>; School of Pharmacy, College of Pharmacy, Kaohsiung Medical University, Kaohsiung, Taiwan.; Department of Pharmacy, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wang+C%22">Wang C</searchLink>; Institute of Health Data Analytics and Statistics, College of Public Health, National Taiwan University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chien+JY%22">Chien JY</searchLink>; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wang+CC%22">Wang CC</searchLink>; Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan.; School of Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan.; Department of Pharmacy, National Taiwan University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+FJ%22">Lin FJ</searchLink>; Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan.; School of Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan.; Department of Pharmacy, National Taiwan University Hospital, Taipei, Taiwan.
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  Data: <searchLink fieldCode="JN" term="%22101671641%22">ERJ open research</searchLink> [ERJ Open Res] 2025 May 12; Vol. 11 (3). <i>Date of Electronic Publication: </i>2025 May 12 (<i>Print Publication: </i>2025).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22European+Respiratory+Society%22">European Respiratory Society </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101671641 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Print <i>ISSN: </i>2312-0541 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2223120541%22">23120541 </searchLink><i>NLM ISO Abbreviation: </i>ERJ Open Res <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.1183/23120541.00651-2024
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