Research map: An explainable machine learning model for predicting in-hospital infection in patients with systemic lupus erythematosus

Back to the article

Papers in this map

  1. Regression Shrinkage and Selection Via the Lasso · Robert John Tibshirani · 1996 · 53114 citations · Cited by this paper
  2. Predictive modeling of fluid status in hemodialysis: model development and internal validation using the MONitoring dialysis outcomes (MONDO) global database · 2026 · Related
  3. Updating the American college of rheumatology revised criteria for the classification of systemic lupus erythematosus · M.C. Hochberg · 1997 · 11598 citations · Cited by this paper
  4. Predicting intradialytic exercise intolerance in maintenance hemodialysis patients: an interpretable machine learning approach integrating functional assessments · 2026 · Related
  5. From local explanations to global understanding with explainable AI for trees · Scott Lundberg · 2020 · 10365 citations · Cited by this paper
  6. Shared genetics of IgA nephropathy and cardiometabolic diseases revealed by integrative genomic analysis · 2026 · Related
  7. Acute-Phase Proteins and Other Systemic Responses to Inflammation · Cem Gabay · 1999 · 6808 citations · Cited by this paper
  8. Proteinuria selectivity index as a predictor of remission and rituximab efficacy in primary membranous nephropathy: a single-center retrospective analysis · 2026 · Related
  9. Feature Selection with the Boruta Package · Miron B. Kursa · 2010 · 5455 citations · Cited by this paper
  10. Cardiometabolic benefits of parathyroidectomy in dialysis patients with secondary hyperparathyroidism: preliminary insights from CT radiomics and body composition analysis · 2026 · Related
  11. Derivation and validation of the Systemic Lupus International Collaborating Clinics classification criteria for systemic lupus erythematosus · Michelle Petri · 2012 · 5391 citations · Cited by this paper
  12. ICU-acquired acute kidney injury in critically ill adults: a retrospective cohort study of risk factors and KDIGO stage dynamics in a Brazilian ICU · 2026 · Related
  13. 2019 European League Against Rheumatism/American College of Rheumatology Classification Criteria for Systemic Lupus Erythematosus · Martin Aringer · 2019 · 2654 citations · Cited by this paper
  14. Soy protein alleviates DKD by restraining inflammation via the MAPKs/PPAR-γ signaling pathway · 2026 · Related
  15. Hypoalbuminemia: Pathogenesis and Clinical Significance · Peter B. Soeters · 2018 · 1446 citations · Cited by this paper
  16. Influence of artificial intelligence on xenotransplantation and regenerative medicine on the path toward ending the organ shortage · 2026 · Related
  17. Morbidity and Mortality in Systemic Lupus Erythematosus During a 10-Year Period · Ricard Cervera · 2003 · 1392 citations · Cited by this paper
  18. Kidney failure risk equation and early renal risk in adults with sickle cell disease: comparison with KDIGO classification using measured GFR · 2026 · Related
  19. EULAR recommendations for the management of systemic lupus erythematosus: 2023 update · Antonis Fanouriakis · 2023 · 1063 citations · Cited by this paper
  20. Development and validation of a dual-channel deep learning for continuous acute kidney injury prediction in critically ill patients · 2026 · Related
  21. The bimodal mortality pattern of systemic lupus erythematosus · Murray B. Urowitz · 1976 · 1004 citations · Cited by this paper
  22. Global epidemiology of systemic lupus erythematosus · Megan R.W. Barber · 2021 · 723 citations · Cited by this paper
  23. Acute-phase proteins: As diagnostic tool · Sachin Jain · 2011 · 673 citations · Cited by this paper
  24. Disturbed Peripheral B Lymphocyte Homeostasis in Systemic Lupus Erythematosus · Marcus Odendahl · 2000 · 649 citations · Cited by this paper
  25. Autoimmunity and organ damage in systemic lupus erythematosus · George C. Tsokos · 2020 · 609 citations · Cited by this paper
  26. Opening the Black Box: Interpretable Machine Learning for Geneticists · Christina Brady Del Azodi · 2020 · 470 citations · Cited by this paper
  27. Hypoalbuminemia as Surrogate and Culprit of Infections · Christian Josef Wiedermann · 2021 · 396 citations · Cited by this paper
  28. Hydroxychloroquine is associated with impaired interferon-alpha and tumor necrosis factor-alpha production by plasmacytoid dendritic cells in systemic lupus erythematosus · Karim Sacré · 2012 · 257 citations · Cited by this paper
  29. Fatal Infections in Systemic Lupus Erythematosus · David B. Hellmann · 1987 · 231 citations · Cited by this paper
  30. Serious infections in British patients with systemic lupus erythematosus: hospitalisations and mortality · Fiona Mary Goldblatt · 2009 · 191 citations · Cited by this paper
  31. Hospitalization of individuals with systemic lupus erythematosus: characteristics and predictors of outcome · C. J. Edwards · 2003 · 127 citations · Cited by this paper
  32. Long-Term Survival and Death Causes of Systemic Lupus Erythematosus in China · Ziqian Wang · 2015 · 113 citations · Cited by this paper
  33. Beyond Anti-viral Effects of Chloroquine/Hydroxychloroquine · Vincent Gies · 2020 · 105 citations · Cited by this paper
  34. The risk of infections in adult patients with systemic lupus erythematosus: systematic review and meta-analysis · José María Pego‐Reigosa · 2020 · 105 citations · Cited by this paper
  35. Lymphopenia as risk factor for development of severe infections in patients with systemic lupus erythematosus: a case-control study · Javier Merayo‐Chalico · 2013 · 90 citations · Cited by this paper
  36. Machine learning identifies clusters of longitudinal autoantibody profiles predictive of systemic lupus erythematosus disease outcomes · May Y. Choi · 2023 · 90 citations · Cited by this paper
  37. Associations of clinical features and prognosis with age at disease onset in patients with systemic lupus erythematosus · Xuebing Feng · 2013 · 85 citations · Cited by this paper
  38. Distinct Migration and Contact Dynamics of Resting and IL-2-Activated Human Natural Killer Cells · Per E. Olofsson · 2014 · 65 citations · Cited by this paper
  39. Serum Albumin as a Marker for Disease Activity in Patients with Systemic Lupus Erythematosus · Jonathan Yip · 2010 · 64 citations · Cited by this paper

Source: OpenAlex (CC0)