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A Machine Learning-Derived Risk Score Based on Dietary Nutrient Intake for Early Detection and Prognostic Prediction of Preserved Ratio Impaired Spirometry.

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Title: A Machine Learning-Derived Risk Score Based on Dietary Nutrient Intake for Early Detection and Prognostic Prediction of Preserved Ratio Impaired Spirometry.
Authors: Xie Q; Department of Cardiothoracic Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China., Qu H; Department of Cardiothoracic Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China., Xie S; United Graduate School of Child Development, The University of Osaka, Suita, Osaka, 565-0871, Japan., Lan R; Department of Cardiothoracic Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China., Li J; Department of Cardiothoracic Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, People's Republic of China.
Source: International journal of chronic obstructive pulmonary disease [Int J Chron Obstruct Pulmon Dis] 2026 Mar 13; Vol. 21, pp. 562473. Date of Electronic Publication: 2026 Mar 13 (Print Publication: 2026).
Publication Type: Journal Article; Validation Study
Journal Info: Publisher: DOVE Medical Press Country of Publication: New Zealand NLM ID: 101273481 Publication Model: eCollection Cited Medium: Internet ISSN: 1178-2005 (Electronic) Linking ISSN: 11769106 NLM ISO Abbreviation: Int J Chron Obstruct Pulmon Dis Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: A Machine Learning-Derived Risk Score Based on Dietary Nutrient Intake for Early Detection and Prognostic Prediction of Preserved Ratio Impaired Spirometry.
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  Data: <searchLink fieldCode="AU" term="%22Xie+Q%22">Xie Q</searchLink>; Department of Cardiothoracic Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China.<br /><searchLink fieldCode="AU" term="%22Qu+H%22">Qu H</searchLink>; Department of Cardiothoracic Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China.<br /><searchLink fieldCode="AU" term="%22Xie+S%22">Xie S</searchLink>; United Graduate School of Child Development, The University of Osaka, Suita, Osaka, 565-0871, Japan.<br /><searchLink fieldCode="AU" term="%22Lan+R%22">Lan R</searchLink>; Department of Cardiothoracic Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China.<br /><searchLink fieldCode="AU" term="%22Li+J%22">Li J</searchLink>; Department of Cardiothoracic Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, People's Republic of China.
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  Data: <searchLink fieldCode="JN" term="%22101273481%22">International journal of chronic obstructive pulmonary disease</searchLink> [Int J Chron Obstruct Pulmon Dis] 2026 Mar 13; Vol. 21, pp. 562473. <i>Date of Electronic Publication: </i>2026 Mar 13 (<i>Print Publication: </i>2026).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22DOVE+Medical+Press%22">DOVE Medical Press </searchLink><i>Country of Publication: </i>New Zealand <i>NLM ID: </i>101273481 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>1178-2005 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2211769106%22">11769106 </searchLink><i>NLM ISO Abbreviation: </i>Int J Chron Obstruct Pulmon Dis <i>Subsets: </i>MEDLINE
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        Value: 10.2147/COPD.S562473
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      – Code: eng
        Text: English
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      – TitleFull: A Machine Learning-Derived Risk Score Based on Dietary Nutrient Intake for Early Detection and Prognostic Prediction of Preserved Ratio Impaired Spirometry.
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            – D: 13
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              Text: 2026 Mar 13
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            – TitleFull: International journal of chronic obstructive pulmonary disease
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