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Anna J Hussey, Kevin Wing, Madonna Ferrone & Christopher J Licskai. (2021) Integrated Disease Management for Chronic Obstructive Pulmonary Disease in Primary Care, from the Controlled Trial to Clinical Program: A Cohort Study. International Journal of Chronic Obstructive Pulmonary Disease 16, pages 3449-3464.
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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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Ruxandra-Mioara Rajnoveanu, Armand-Gabriel Rajnoveanu, Ariadna Petronela Fildan, Doina Adina Todea, Milena Adina Man, Nicoleta Stefania Motoc & Daniela Mosoiu. (2020) Palliative Care Initiation in Chronic Obstructive Pulmonary Disease: Prognosis-Based, Symptoms-Based or Needs-Based?. International Journal of Chronic Obstructive Pulmonary Disease 15, pages 1591-1600.
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Konstantinos Kostikas, Alexander J Mackay, Claus F Vogelmeier, Stefan-Marian Frent, Pritam Gupta, Donald Banerji, Francesco Patalano, Pascal J Pfister & Jadwiga A Wedzicha. (2020) Early Clinically Important Improvement (ECII) and Exacerbation Outcomes in COPD Patients. International Journal of Chronic Obstructive Pulmonary Disease 15, pages 1831-1838.
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Xueying Chen, Qi Wang, Yinan Hu, Lei Zhang, Weining Xiong, Yongjian Xu, Jun Yu & Yi Wang. (2020) A Nomogram for Predicting Severe Exacerbations in Stable COPD Patients. International Journal of Chronic Obstructive Pulmonary Disease 15, pages 379-388.
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Martine Hoogendoorn, Talitha L Feenstra, Melinde Boland, Andrew H Briggs, Sixten Borg, Sven-Arne Jansson, Nancy A Risebrough, Julia F Slejko & Maureen PMH Rutten-van Mölken. (2017) Prediction models for exacerbations in different COPD patient populations: comparing results of five large data sources. International Journal of Chronic Obstructive Pulmonary Disease 12, pages 3183-3194.
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Marjan Kerkhof, Daryl Freeman, Rupert Jones, Alison Chisholm & David B Price. (2015) Predicting frequent COPD exacerbations using primary care data. International Journal of Chronic Obstructive Pulmonary Disease 10, pages 2439-2450.
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Articles from other publishers (31)
Jennifer M. Wang, Wassim W. Labaki, Susan Murray, Fernando J. Martinez, Jeffrey L. Curtis, Eric A. Hoffman, Sundaresh Ram, Alexander J. Bell, Craig J. Galban, MeiLan K. Han & Charles Hatt. (2023) Machine learning for screening of at-risk, mild and moderate COPD patients at risk of FEV1 decline: results from COPDGene and SPIROMICS. Frontiers in Physiology 14.
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Tetyana Kendzerska & Andrea S. Gershon. (2023) One Size Does Not Fit All. Chest 163:4, pages 733-735.
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Joseph Khoa Ho, Abdollah Safari, Amin Adibi, Don D. Sin, Kate Johnson, Mohsen Sadatsafavi, Nick Bansback, Joan L. Bottorff, Stirling Bryan, Paloma Burns, Chris Carlsten, Annalijn I. Conklin, Mary De Vera, Andrea Gershon, Samir Gupta, Paul Gustafson, Stephanie Harvard, Alison M. Hoens, Mehrshad Mokhtaran, Jim Johnson, Phalgun Joshi, Janice Leung, Larry D. Lynd, Rebecca K. Metcalfe, Kristina D. Michaux, Mohsen Sadatsafavi, Brian Simmers, Don D. Sin, Daniel Smith, Laura Struik & Dhingra Vinay. (2023) Generalizability of Risk Stratification Algorithms for Exacerbations in COPD. Chest 163:4, pages 790-798.
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Elisa Valera-Novella, Roberto Bernabeu-Mora, Joaquina Montilla-Herrador, Pilar Escolar-Reina, José Antonio García-Vidal & Francesc Medina-Mirapeix. (2023) Development of the ESEx index: a tool for predicting risk of recurrent severe COPD exacerbations. Therapeutic Advances in Chronic Disease 14, pages 204062232311551.
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Shubiao Lu, Yuwen Zhou, Xuejuan Huang, Jinsong Lin, Yingyu Wu & Zhiqiao Zhang. (2022) Prediction of individual mortality risk among patients with chronic obstructive pulmonary disease: a convenient, online, individualized, predictive mortality risk tool based on a retrospective cohort study. PeerJ 10, pages e14457.
Crossref
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Sunil K. Chhabra & Devi Jyoti Dash. (2022) Acute Exacerbations of Chronic Obstructive Pulmonary Disease: Causes and Impacts. The Indian Journal of Chest Diseases and Allied Sciences 56:2, pages 93-104.
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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.
Crossref
Crossref
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.
Crossref
Crossref
Peymané Adab, Rachel E Jordan, David Fitzmaurice, Jon G Ayres, KK Cheng, Brendan G Cooper, Amanda Daley, Andrew Dickens, Alexandra Enocson, Sheila Greenfield, Shamil Haroon, Kate Jolly, Sue Jowett, Tosin Lambe, James Martin, Martin R Miller, Kiran Rai, Richard D Riley, Steve Sadhra, Alice Sitch, Stanley Siebert, Robert A Stockley & Alice Turner. (2021) Case-finding and improving patient outcomes for chronic obstructive pulmonary disease in primary care: the BLISS research programme including cluster RCT. Programme Grants for Applied Research 9:13, pages 1-148.
Crossref
Crossref
Henock G Yebyo, Julia Braun, Dominik Menges, Gerben ter Riet, Mohsen Sadatsafavi & Milo A Puhan. (2021) Personalising add-on treatment with inhaled corticosteroids in patients with chronic obstructive pulmonary disease: a benefit–harm modelling study. The Lancet Digital Health 3:10, pages e644-e653.
Crossref
Crossref
Dana Tripp, Jaclyn Janis, Benjamin Jarrett, F. Lee Lucas, Tania D. Strout, Paul K. J. Han, Isabella Stumpf & Rebecca N. Hutchinson. (2021) How Well Does the Surprise Question Predict 1-year Mortality for Patients Admitted with COPD?. Journal of General Internal Medicine 36:9, pages 2656-2662.
Crossref
Crossref
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.
Crossref
Crossref
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.
Crossref
Crossref
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.
Crossref
Crossref
Pauline HeusJohannes B. ReitsmaGary S. CollinsJohanna A.A.G. DamenRob J.P.M. ScholtenDouglas G. AltmanKarel G.M. MoonsLotty Hooft. (2020) Transparent Reporting of Multivariable Prediction Models in Journal and Conference Abstracts: TRIPOD for Abstracts. Annals of Internal Medicine 173:1, pages 42-47.
Crossref
Crossref
Vanesa Bellou, Lazaros Belbasis, Athanasios K Konstantinidis, Ioanna Tzoulaki & Evangelos Evangelou. (2019) Prognostic models for outcome prediction in patients with chronic obstructive pulmonary disease: systematic review and critical appraisal. BMJ, pages l5358.
Crossref
Crossref
Eva Germovsek, Claire Ambery, Shuying Yang, Misba Beerahee, Mats O. Karlsson & Elodie L. Plan. (2019) A Novel Method for Analysing Frequent Observations from Questionnaires in Order to Model Patient-Reported Outcomes: Application to EXACT® Daily Diary Data from COPD Patients. The AAPS Journal 21:4.
Crossref
Crossref
Richard H. StanfordMatthew S. LauYong LiStephen Stemkowski. (2019) External Validation of a COPD Risk Measure in a Commercial and Medicare Population: The COPD Treatment Ratio. Journal of Managed Care & Specialty Pharmacy 25:1, pages 58-69.
Crossref
Crossref
Hugo M. Smeets, Marlous F. Kortekaas, Frans H. Rutten, Michiel L. Bots, Willem van der Kraan, Gerard Daggelders, Hanneke Smits-Pelser, Charles W. Helsper, Arno W. Hoes & Niek J. de Wit. (2018) Routine primary care data for scientific research, quality of care programs and educational purposes: the Julius General Practitioners’ Network (JGPN). BMC Health Services Research 18:1.
Crossref
Crossref
Tang-Hsiu Huang, Tzuen-Ren Hsiue, Sheng-Hsiang Lin, Xin-Ming Liao, Po-Lan Su & Chiung-Zuei Chen. (2018) Comparison of different staging methods for COPD in predicting outcomes. European Respiratory Journal 51:3, pages 1700577.
Crossref
Crossref
Aladin M. BoriekMichael A. LopezCristina VelascoAzam A. BakirAnna FrolovShari WyndTony G. Babb, Nicola A. HananiaEric A. Hoffman & Amir Sharafkhaneh. (2017) Obesity modulates diaphragm curvature in subjects with and without COPD. American Journal of Physiology-Regulatory, Integrative and Comparative Physiology 313:5, pages R620-R629.
Crossref
Crossref
Tom M A Wilkinson, Emmanuel Aris, Simon Bourne, Stuart C Clarke, Mathieu Peeters, Thierry G Pascal, Sonia Schoonbroodt, Andrew C Tuck, Viktoriya Kim, Kristoffer Ostridge, Karl J Staples, Nicholas Williams, Anthony Williams, Stephen Wootton & Jeanne-Marie Devaster. (2017) A prospective, observational cohort study of the seasonal dynamics of airway pathogens in the aetiology of exacerbations in COPD. Thorax 72:10, pages 919-927.
Crossref
Crossref
Beniamino Guerra, Violeta Gaveikaite, Camilla Bianchi & Milo A. Puhan. (2017) Prediction models for exacerbations in patients with COPD. European Respiratory Review 26:143, pages 160061.
Crossref
Crossref
L. Sakhri, C. Saint-Raymond, S. Quetant, C. Pison, E. Lagrange, R. Hamidfar Roy, J.-P. Janssens, C. Maindet-Dominici, M. Garrouste-Orgeas, M. Levy-Soussan, N. Terzi & A.-C. Toffart. (2017) Intensité des soins lors des exacerbations et des complications des pathologies respiratoires chroniques. Revue des Maladies Respiratoires 34:2, pages 102-120.
Crossref
Crossref
P. Adab, D.A. Fitzmaurice, A.P. Dickens, J.G. Ayres, H. Buni, B.G. Cooper, A.J. Daley, A. Enocson, S. Greenfield, K. Jolly, S. Jowett, K. Kalirai, J.L. Marsh, M.R. Miller, R.D. Riley, W.S. Siebert, R.A. Stockley, A.M. Turner, K.K. Cheng & R.E. Jordan. (2016) Cohort Profile: The Birmingham Chronic Obstructive Pulmonary Disease (COPD) Cohort Study. International Journal of Epidemiology, pages dyv350.
Crossref
Crossref
Richard H. Stanford, Arpita Nag, Douglas W. Mapel, Todd A. Lee, Richard Rosiello, Francis Vekeman, Marjolaine Gauthier-Loiselle, Mei Sheng Duh, J. F. Philip Merrigan & Michael Schatz. (2016) Validation of a New Risk Measure for Chronic Obstructive Pulmonary Disease Exacerbation Using Health Insurance Claims Data. Annals of the American Thoracic Society 13:7, pages 1067-1075.
Crossref
Crossref
F Cheong‐See, J Allotey, N Marlin, BW Mol, E Schuit, G Riet, RD Riley, KGM Moons, KS Khan & S Thangaratinam. (2016) Prediction models in obstetrics: understanding the treatment paradox and potential solutions to the threat it poses. BJOG: An International Journal of Obstetrics & Gynaecology 123:7, pages 1060-1064.
Crossref
Crossref
Josep Montserrat-Capdevila, Pere Godoy, Josep Ramon Marsal, Ferran Barbé & Leonardo Galván. (2015) Risk of exacerbation in chronic obstructive pulmonary disease: a primary care retrospective cohort study. BMC Family Practice 16:1.
Crossref
Crossref
A. G. Kadushkin, Т. V. Shman, А. V. Goncharik, I. А. Germenchuk, А. V. Коlb & А. D. Taganovich. (2015) Clinical and laboratory parameters in assessing the risk of exacerbations in chronic obstructive pulmonary disease. Terapevticheskii arkhiv 87:3, pages 10.
Crossref
Crossref
Andrea Poisson Irani & LeRoi S. Hicks. (2014) Reducing the Readmission Burden of COPD: A Focused Review of Recent Interventions. Current Emergency and Hospital Medicine Reports 2:3, pages 172-181.
Crossref
Crossref