Research map: Development of a risk prediction model for rheumatoid arthritis-associated interstitial lung disease based on interpretable machine learning

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  1. Calculating the sample size required for developing a clinical prediction model · Richard D Riley · 2020 · 2858 citations · Cited by this paper
  2. An interpretable machine learning model integrating ultrasound and clinical variables for predicting osteoporosis in patients with rheumatoid arthritis · 2026 · Related
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  5. Rheumatoid Arthritis–Interstitial Lung Disease–associated Mortality · Amy L. Olson · 2010 · 555 citations · Cited by this paper
  6. Identification of ferroptosis hub gene cDKN1A relating to immune microenvironment in rheumatoid arthritis via bioinformatic analysis and experimental verification · 2026 · Related
  7. The 2010 American College of Rheumatology/European League Against Rheumatism classification criteria for rheumatoid arthritis: Methodological Report Phase I · Julia Funovits · 2010 · 203 citations · Cited by this paper
  8. Adventitial root extract of oplopanax elatus alleviates rheumatoid arthritis via inhibiting NETosis · 2026 · Related
  9. The Role of Pathological Aging in Cardiac and Pulmonary Fibrosis · Lucy A. Murtha · 2018 · 101 citations · Cited by this paper
  10. Risk assessment in connective tissue disease-associated interstitial lung disease: the incremental prognostic value of the size of pulmonary artery · 2026 · Related
  11. A retrospective study on the predictive implications of clinical characteristics and therapeutic management in patients with rheumatoid arthritis-associated interstitial lung disease · Luling Li · 2019 · 100 citations · Cited by this paper
  12. Translation, cross-cultural adaptation, validity, and reliability of the Turkish version of the Raynaud Specific Quality of Life Questionnaire (RQLQ) · 2026 · Related
  13. Rheumatoid arthritis-associated interstitial lung disease: epidemiology, risk/prognostic factors, and treatment landscape · Mir Sohail Fazeli · 2021 · 69 citations · Cited by this paper
  14. Pandemic-era changes in obesity-associated disabling arthritis burden among United States adults: a repeated cross-sectional study · 2026 · Related
  15. Impact of interstitial lung disease on mortality of patients with rheumatoid arthritis · Dam Kim · 2017 · 67 citations · Cited by this paper
  16. Estimated prevalence and distribution of causes of immune-mediated hypertrophic pachymeningitis in São Paulo, Brazil · 2026 · Related
  17. Machine learning-based prediction model for responses of bDMARDs in patients with rheumatoid arthritis and ankylosing spondylitis · Seulkee Lee · 2021 · 53 citations · Cited by this paper
  18. Theory of mind, empathy, and alexithymia in adolescents with systemic lupus erythematosus: associations with fatigue and internalizing symptoms · 2026 · Related
  19. Clinical manifestations of rheumatoid arthritis, including comorbidities, complications, and long-term follow-up · Durga Prasanna Misra · 2024 · 51 citations · Cited by this paper
  20. Serum anti-citrullinated protein antibodies and rheumatoid factor increase the risk of rheumatoid arthritis–related interstitial lung disease: a meta-analysis · Sisi Xie · 2021 · 49 citations · Cited by this paper
  21. Identification of biomarkers by machine learning classifiers to assist diagnose rheumatoid arthritis-associated interstitial lung disease · Yan Qin · 2022 · 41 citations · Cited by this paper
  22. Rheumatoid arthritis-related interstitial lung disease (RA-ILD): a possible association between disease activity and prognosis · Jorge Rojas‐Serrano · 2022 · 35 citations · Cited by this paper
  23. Methotrexate, leflunomide and tacrolimus use and the progression of rheumatoid arthritis-associated interstitial lung disease · JW Kim · 2022 · 34 citations · Cited by this paper
  24. Development of a Risk Nomogram Model for Identifying Interstitial Lung Disease in Patients With Rheumatoid Arthritis · Jing Xue · 2022 · 33 citations · Cited by this paper
  25. The current status and challenges in the diagnosis and treatment of rheumatoid arthritis in China: An annual report of 2019 · Xinping Tian · 2021 · 28 citations · Cited by this paper
  26. Development of a prediction model for progression of rheumatoid arthritis-associated interstitial lung disease using serologic and clinical factors: The prospective KORAIL cohort · Sung Hae Chang · 2025 · 14 citations · Cited by this paper
  27. XGBoost-based machine learning model combining clinical and ultrasound data for personalized prediction of thyroid nodule malignancy · Wenhan Li · 2025 · 11 citations · Cited by this paper
  28. Risk factors for incidence of interstitial lung disease in patients with rheumatoid arthritis: a systematic review and meta-analysis · Chen Yu · 2024 · 7 citations · Cited by this paper
  29. Impact of systemic inflammation and disease activity on the incidence of interstitial lung disease in patients with rheumatoid arthritis – a nested case-control study within the German biologics register RABBIT · Ronja Ramien · 2024 · 7 citations · Cited by this paper
  30. XGBoost-based nomogram for predicting lymph node metastasis in endometrial carcinoma · Xiaoting Lin · 2024 · 7 citations · Cited by this paper
  31. Predicting postoperative malnutrition in patients with oral cancer: development of an XGBoost model with SHAP analysis and web-based application · Lixia Kuang · 2025 · 7 citations · Cited by this paper
  32. Development and validation of predictive factors influencing rheumatoid arthritis associated with interstitial lung disease · Wenyi Zhou · 2024 · 6 citations · Cited by this paper
  33. Using machine learning and single nucleotide polymorphisms for improving rheumatoid arthritis risk Prediction in postmenopausal women · Yingke Xu · 2025 · 6 citations · Cited by this paper
  34. Nonlinear association between rheumatoid factor and interstitial lung disease risk in patients with rheumatoid arthritis · Suiran Li · 2025 · 5 citations · Cited by this paper
  35. Interstitial Lung Disease and its Associations in Rheumatoid Arthritis: Data from a District General Hospital in Sri Lanka · Geetha Wickrematilake · 2021 · 4 citations · Cited by this paper
  36. A Machine Learning Model for Predicting Depression in Moroccan Rheumatoid Arthritis Patients · Imad Chakri · 2025 · 1 citation · Cited by this paper
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