Research map: A deep learning model for opportunistic screening of chronic kidney disease using chest radiographs: a multicentre validation study in the USA

Back to the article

Papers in this map

  1. KDIGO 2024 Clinical Practice Guideline for the Evaluation and Management of Chronic Kidney Disease · Paul E. Stevens · 2024 · 8239 citations · Cited by this paper
  2. Machine learning for diagnosing non-ST-segment elevation myocardial infarction: a derivation and validation study · 2026 · Related
  3. Calibration: the Achilles heel of predictive analytics · On behalf of Topic Group ‘Evaluating diagnostic tests and prediction models’ of the STRATOS initiative · 2019 · 2416 citations · Cited by this paper
  4. Potential preventive role of low-dose methotrexate against incident recorded psychosis: a retrospective cohort study based on electronic health records · 2026 · Related
  5. A Predictive Model for Progression of Chronic Kidney Disease to Kidney Failure · Navdeep Tangri · 2011 · 1380 citations · Cited by this paper
  6. Eye movement desensitisation and reprocessing for post-traumatic stress in survivors of critical illness (EMERALD): a mixed-methods, randomised, single-blind, parallel group-controlled, feasibility trial · 2026 · Related
  7. External validation of prognostic models: what, why, how, when and where? · Chava L. Ramspek · 2020 · 889 citations · Cited by this paper
  8. Remote programming versus standard in-person programming following deep brain stimulation in patients with Parkinson’s disease: a randomised controlled trial · 2026 · Related
  9. Multinational Assessment of Accuracy of Equations for Predicting Risk of Kidney Failure · Navdeep Tangri · 2016 · 747 citations · Cited by this paper
  10. Mesoglycan for long-term secondary prevention in patients with superficial vein thrombosis (METRO): a multicentre randomised clinical trial in Italy · 2026 · Related
  11. Evaluation of clinical prediction models (part 1): from development to external validation · Professor Gary S. Collins · 2024 · 719 citations · Cited by this paper
  12. High-frequency irreversible electroporation versus transurethral resection of the prostate for benign prostatic hyperplasia (GIANT): a single-centre, randomised, double-blind, phase 3, non-inferiority trial · 2026 · Related
  13. The case for early identification and intervention of chronic kidney disease: conclusions from a Kidney Disease: Improving Global Outcomes (KDIGO) Controversies Conference · Michael G. Shlipak · 2020 · 595 citations · Cited by this paper
  14. The effect of normothermic machine perfusion on acute kidney injury following liver transplantation: a propensity score-matched, retrospective, single-centre, cohort study · 2026 · Related
  15. Global, regional, and national burden of chronic kidney disease in adults, 1990–2023, and its attributable risk factors: a systematic analysis for the Global Burden of Disease Study 2023 · Patrick B Mark · 2025 · 378 citations · Cited by this paper
  16. Naming disease, shaping care: patient perspectives matter · 2026 · Related
  17. Conversion of Urine Protein–Creatinine Ratio or Urine Dipstick Protein to Urine Albumin–Creatinine Ratio for Use in Chronic Kidney Disease Screening and Prognosis · Keiichi Sumida · 2020 · 350 citations · Cited by this paper
  18. Development and independent validation of a hypoxemia risk prediction model (HAPPY-12K) for sedated gastrointestinal endoscopy: a multicentre prospective cohort study · 2026 · Related
  19. Development of Risk Prediction Equations for Incident Chronic Kidney Disease · Robert G. Nelson · 2019 · 255 citations · Cited by this paper
  20. Expression of concern—Donor characteristics and their impact on kidney transplantation outcomes: results from two nationwide instrumental variable analyses based on outcomes of donor kidney pairs accepted for transplantation · 2026 · Related
  21. Estimated Prevalence and Testing for Albuminuria in US Adults at Risk for Chronic Kidney Disease · Chi D. Chu · 2023 · 133 citations · Cited by this paper
  22. EMPA-KIDNEY: expanding the range of kidney protection by SGLT2 inhibitors · Beatriz Fernández‐Fernández · 2023 · 117 citations · Cited by this paper
  23. Deep Learning to Estimate Biological Age From Chest Radiographs · Vineet K. Raghu · 2021 · 103 citations · Cited by this paper
  24. Effects of RAAS Inhibitors in Patients with Kidney Disease · Fan Zhang · 2017 · 97 citations · Cited by this paper
  25. AI-based radiodiagnosis using chest X-rays: A review · Yasmeena Akhter · 2023 · 76 citations · Cited by this paper
  26. Opportunistic detection of type 2 diabetes using deep learning from frontal chest radiographs · Ayis T. Pyrros · 2023 · 63 citations · Cited by this paper
  27. Fulfillment and Validity of the Kidney Health Evaluation Measure for People with Diabetes · Silvia Ferrè · 2023 · 37 citations · Cited by this paper
  28. Concordance With Screening and Treatment Guidelines for Chronic Kidney Disease in Type 2 Diabetes · Daniel L. Edmonston · 2024 · 35 citations · Cited by this paper
  29. From progression to remission: a new paradigm for success in chronic kidney disease · Navdeep Tangri · 2025 · 33 citations · Cited by this paper
  30. Chest X‐ray‐based opportunistic screening of sarcopenia using deep learning · Jin Ju Ryu · 2022 · 32 citations · Cited by this paper
  31. The updated global burden of chronic kidney disease: one death every 20 seconds · A. Ortiz · 2026 · 25 citations · Cited by this paper
  32. Prediction of future healthcare expenses of patients from chest radiographs using deep learning: a pilot study · Jae Ho Sohn · 2022 · 10 citations · Cited by this paper
  33. Global trends and projection of aetiology-based chronic kidney disease incidence from 1990 to 2030: a Bayesian age-period-cohort modelling study · Fatemeh Shahbazi · 2025 · 9 citations · Cited by this paper
  34. Longitudinal Trajectories of Albuminuria and eGFR in Type 2 Diabetes Mellitus: Natural Progression of Diabetic Kidney Disease · Xiuqi Qiao · 2025 · 7 citations · Cited by this paper

Source: OpenAlex (CC0)