Research map: Risk prediction of chronic obstructive pulmonary disease: an explainable machine learning study

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  1. Global Strategy for the Diagnosis, Management, and Prevention of Chronic Obstructive Pulmonary Disease · ROMAIN A. PAUWELS · 2001 · 6614 citations · Cited by this paper
  2. JEFFREY NANOFLUID PERISTALSIS IN VERTICAL CHANNELS: A FRAMEWORK FOR BIOMEDICAL TRANSPORT SYSTEMS · 2026 · Related
  3. Global burden of 288 causes of death and life expectancy decomposition in 204 countries and territories and 811 subnational locations, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021 · Mohsen Naghavi · 2024 · 2816 citations · Cited by this paper
  4. Bioelectric memory and semiconductive extracellular matrix: Re-evaluating chronic pain and tissue degeneration through the lens of current of injury and electron mobility · 2026 · Related
  5. Prevalence and risk factors of chronic obstructive pulmonary disease in China (the China Pulmonary Health [CPH] study): a national cross-sectional study · Chen Wang · 2018 · 1782 citations · Cited by this paper
  6. OPERA PERFORMANCE POSE TRANSFER USING TRANSFORMER MODELS FROM AN EMBODIMENT PERSPECTIVE · 2026 · Related
  7. Global burden of COPD · José Luís López-Campos · 2015 · 942 citations · Cited by this paper
  8. A MUSCULOSKELETAL SIMULATION OF HUMAN-MECHANISM INTERACTION: BIOMECHANICAL ANALYSIS OF A SINGLE-DOF GAIT REHABILITATION DEVICE · 2026 · Related
  9. Boruta – A System for Feature Selection · Miron B. Kursa · 2010 · 913 citations · Cited by this paper
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  11. Global burden of chronic respiratory diseases and risk factors, 1990–2019: an update from the Global Burden of Disease Study 2019 · Sara Momtazmanesh · 2023 · 823 citations · Cited by this paper
  12. The negative impact of caffeine on zebrafish bone metabolism: Investigation of cartilage development, bone mineralization, and single-cell sequencing of osteoblasts · 2026 · Related
  13. Towards the elimination of chronic obstructive pulmonary disease: a Lancet Commission · Daiana Stolz · 2022 · 694 citations · Cited by this paper
  14. AN MHEALTH-BASED LEARNING INTERVENTION FOR JUNIOR NURSES: EFFECTS ON COGNITIVE OUTCOMES AND SELF-EFFICACY UNDER MULTIMODAL GENERATIVE AI IN MEDICAL IMAGING PROCEDURES · 2026 · Related
  15. Global Burden of Chronic Obstructive Pulmonary Disease Through 2050 · Elroy Boers · 2023 · 664 citations · Cited by this paper
  16. Deep Learning-Based Prediction of Short-Term Acute Kidney Injury Risk in ICU Hypertensive Patients · 2026 · Related
  17. The prevalence of clinically-relevant comorbid conditions in patients with physician-diagnosed COPD: a cross-sectional study using data from NHANES 1999–2008 · Kerry M. Schnell · 2012 · 276 citations · Cited by this paper
  18. NONCUSTOM-FIT CERVICAL/NECK-SHOULDER ORTHOSIS: A NOVEL DESIGN, MANUFACTURING, AND EVALUATION · 2026 · Related
  19. Global Initiative for Chronic Obstructive Lung Disease strategy for the diagnosis, management and prevention of chronic obstructive pulmonary disease: An Asia–Pacific perspective · The Asia Pacific COPD Roundtable Group · 2005 · 176 citations · Cited by this paper
  20. ANN ASSISTANCE IN ELECTROOSMOTIC PERISTALTIC TRANSPORT OF BINGHAM–PAPANASTASIOU FLUID IN ARTERIES WITH HIGH ZETA POTENTIAL · 2026 · Related
  21. Predictive role of neutrophil‐percentage‐to‐albumin, neutrophil‐to‐lymphocyte and eosinophil‐to‐lymphocyte ratios for mortality in patients with COPD : Evidence from NHANES 2011–2018 · Chou‐Chin Lan · 2023 · 169 citations · Cited by this paper
  22. Smoking duration, respiratory symptoms, and COPD in adults aged ≥45 years with a smoking history · Yong Liu · 2015 · 137 citations · Cited by this paper
  23. Medical errors, malpractice, and defensive medicine: an ill-fated triad · Leonard Berlin · 2017 · 131 citations · Cited by this paper
  24. Components of the COPD Assessment Test (CAT) associated with a diagnosis of COPD in a random population sample · Natya Raghavan · 2012 · 78 citations · Cited by this paper
  25. Machine learning-enabled risk prediction of chronic obstructive pulmonary disease with unbalanced data · Xuchun Wang · 2023 · 63 citations · Cited by this paper
  26. Validity of a questionnaire-based diagnosis of chronic obstructive pulmonary disease in a general population-based study · Nicola Murgia · 2014 · 43 citations · Cited by this paper
  27. Multi-channel lung sounds intelligent diagnosis of chronic obstructive pulmonary disease · Hui Yu · 2021 · 29 citations · Cited by this paper
  28. Developing and validating machine learning-based prediction models for frailty occurrence in those with chronic obstructive pulmonary disease · Yong Chen · 2024 · 23 citations · Cited by this paper
  29. Machine learning for nocturnal diagnosis of chronic obstructive pulmonary disease using digital oximetry biomarkers · Jeremy B Levy · 2021 · 21 citations · Cited by this paper
  30. Construction and validation of a risk prediction model for chronic obstructive pulmonary disease (COPD): a cross-sectional study based on the NHANES database from 2009 to 2018 · Liqin Wang · 2025 · 5 citations · Cited by this paper
  31. Risk and Protective Factors of COPD Among Smokers: A Cross-Sectional Study Using NHANES Database · Xuequn Guo · 2025 · 3 citations · Cited by this paper

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