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Björn Ställberg, Karin Lisspers, Kjell Larsson, Christer Janson, Mario Müller, Mateusz Łuczko, Bine Kjøller Bjerregaard, Gerald Bacher, Björn Holzhauer, Pankaj Goyal & Gunnar Johansson. (2021) Predicting Hospitalization Due to COPD Exacerbations in Swedish Primary Care Patients Using Machine Learning – Based on the ARCTIC Study. International Journal of Chronic Obstructive Pulmonary Disease 16, pages 677-688.
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Wilhelmine H Meeraus, Hana Mullerova, Céline El Baou, Marion Fahey, Edith M Hessel & William A Fahy. (2021) Predicting Re-Exacerbation Timing and Understanding Prolonged Exacerbations: An Analysis of Patients with COPD in the ECLIPSE Cohort. International Journal of Chronic Obstructive Pulmonary Disease 16, pages 225-244.
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Kevin I. Duan, Lucas M. Donovan, Laura J. Spece, Laura C. Feemster, Alexander D. Bryant, Robert PlumleyMargaret P. CollinsDavid H. Au. (2023) Trends and Rural–Urban Differences in the Initial Prescription of Low-Value Inhaled Corticosteroids among U.S. Veterans with Chronic Obstructive Pulmonary Disease. Annals of the American Thoracic Society 20:5, pages 668-676.
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Anael Rizzo, Bocheng Jing, W. John Boscardin, Sachin J. Shah & Michael A. Steinman. (2022) Can markers of disease severity improve the predictive power of claims‐based multimorbidity indices?. Journal of the American Geriatrics Society 71:3, pages 845-857.
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Kristina D. Michaux, Rebecca K. Metcalfe, Paloma Burns, Annalijn I. Conklin, Alison M. Hoens, Daniel Smith, Laura Struik, Abdollah Safari, Don D. Sin, Mohsen Sadatsafavi, Nick Bansback, Prabjit Barn, Joan L. Bottorff, Stirling Bryan, Chris Carlsten, Mary De Vera, Andrea Gershon, Samir Gupta, Paul Gustafson, Mehrshad Mokhtaran, Jim Johnson, Phalgun Joshi, Janice Leung, Larry D. Lynd, Brian Simmers, Janet Sutherland & Dhingra Vinay. (2023) IMplementing Predictive Analytics towards efficient COPD Treatments (IMPACT): protocol for a stepped-wedge cluster randomized impact study. Diagnostic and Prognostic Research 7:1.
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Rui Zhang, Hongyan Lu, Yan Chang, Xiaona Zhang, Jie Zhao & Xindan Li. (2022) Prediction of 30-day risk of acute exacerbation of readmission in elderly patients with COPD based on support vector machine model. BMC Pulmonary Medicine 22:1.
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John R. Hurst, MeiLan K. Han, Barinder Singh, Sakshi Sharma, Gagandeep Kaur, Enrico de Nigris, Ulf Holmgren & Mohd Kashif Siddiqui. (2022) Prognostic risk factors for moderate-to-severe exacerbations in patients with chronic obstructive pulmonary disease: a systematic literature review. Respiratory Research 23:1.
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Siyang Zeng, Mehrdad Arjomandi & Gang Luo. (2022) Automatically Explaining Machine Learning Predictions on Severe Chronic Obstructive Pulmonary Disease Exacerbations: Retrospective Cohort Study. JMIR Medical Informatics 10:2, pages e33043.
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Siyang Zeng, Mehrdad Arjomandi, Yao Tong, Zachary C Liao & Gang Luo. (2022) Developing a Machine Learning Model to Predict Severe Chronic Obstructive Pulmonary Disease Exacerbations: Retrospective Cohort Study. Journal of Medical Internet Research 24:1, pages e28953.
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Dave Singh, John R. Hurst, Fernando J. Martinez, Klaus F. Rabe, Mona Bafadhel, Martin Jenkins, Domingo Salazar, Paul Dorinsky & Patrick Darken. (2022) Predictive modeling of COPD exacerbation rates using baseline risk factors. Therapeutic Advances in Respiratory Disease 16, pages 175346662211073.
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María Teresa Castañ-Abad, Pere Godoy, Sandra Bertran, Josep Montserrat-Capdevila & Marta Ortega. (2021) Incidencia de exacerbación grave en pacientes codiagnosticados de diabetes y enfermedad pulmonar obstructiva crónica: estudio de cohorte. Atención Primaria 53:8, pages 102074.
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Gang Luo, Bryan L Stone, Xiaoming Sheng, Shan He, Corinna Koebnick & Flory L Nkoy. (2021) Using Computational Methods to Improve Integrated Disease Management for Asthma and Chronic Obstructive Pulmonary Disease: Protocol for a Secondary Analysis. JMIR Research Protocols 10:5, pages e27065.
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Orla M. Doyle, Roald van der Laan, Marko Obradovic, Peter McMahon, Flora Daniels, Ashley Pitcher & Michael R. Loebinger. (2020) Identification of potentially undiagnosed patients with nontuberculous mycobacterial lung disease using machine learning applied to primary care data in the UK. European Respiratory Journal 56:4, pages 2000045.
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Amin Adibi, Don D Sin, Abdollah Safari, Kate M Johnson, Shawn D Aaron, J Mark FitzGerald & Mohsen Sadatsafavi. (2020) The Acute COPD Exacerbation Prediction Tool (ACCEPT): a modelling study. The Lancet Respiratory Medicine 8:10, pages 1013-1021.
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Hamid Tavakoli, Wenjia Chen, Don D. Sin, J. Mark FitzGerald & Mohsen Sadatsafavi. (2020) Predicting Severe Chronic Obstructive Pulmonary Disease Exacerbations. Developing a Population Surveillance Approach with Administrative Data. Annals of the American Thoracic Society 17:9, pages 1069-1076.
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