Research map: Outcome prediction using image features with conformal quantile regression: application to kidney function

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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. Key factors behind the adoption of a patient-facing technology in primary care: a structured approach to variable importance · 2025 · Related
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  9. Age- and sex-dependent clinical equations to estimate glomerular filtration rates in children and young adults with chronic kidney disease · Christopher B. Pierce · 2020 · 426 citations · Cited by this paper
  10. Entropy balancing versus vector-based kernel weighting for causal inference in categorical treatment settings · 2024 · Related
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  15. Predictive inference with the jackknife+ · Rina Foygel Barber · 2021 · 342 citations · Cited by this paper
  16. Deduplication methods for literature citations in systematic evidence reviews: practical insights to guide decision-making · 2024 · Related
  17. Quantile Regression: 40 Years On · Roger W. Koenker · 2017 · 342 citations · Cited by this paper
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  19. Algorithmic Learning in a Random World · Vladimir Vovk · 2022 · 302 citations · Cited by this paper
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  21. bartMachine: Machine Learning with Bayesian Additive Regression Trees · Adam D. Kapelner · 2016 · 290 citations · Cited by this paper
  22. Digital pathology and computational image analysis in nephropathology · Laura M. C. Barisoni · 2020 · 273 citations · Cited by this paper
  23. HappyMap : A Generalized Multicalibration Method · Poujade, Kélian · 2023 · 202 citations · Cited by this paper
  24. The limits of distribution-free conditional predictive inference · Rina Foygel Barber · 2020 · 154 citations · Cited by this paper
  25. CureGN Study Rationale, Design, and Methods: Establishing a Large Prospective Observational Study of Glomerular Disease · Laura Mariani · 2018 · 140 citations · Cited by this paper
  26. Random Forest Prediction Intervals · Haozhe Zhang · 2019 · 129 citations · Cited by this paper
  27. Gradient boosting for extreme quantile regression · Jasper Velthoen · 2023 · 116 citations · Cited by this paper
  28. Conformal Inference of Counterfactuals and Individual Treatment Effects · Lihua Lei · 2021 · 95 citations · Cited by this paper
  29. Conformal Prediction in Clinical Medical Sciences · Janette Vazquez · 2022 · 76 citations · Cited by this paper
  30. Declining Estimated Glomerular Filtration Rate and Its Association with Mortality and Comorbidity Over 10 Years in Elderly Women · Linnea Malmgren · 2015 · 61 citations · Cited by this paper
  31. Race and the False Precision of Glomerular Filtration Rate Estimates · Ashwini R. Sehgal · 2020 · 42 citations · Cited by this paper
  32. Extremal Random Forests · Nicola Gnecco · 2024 · 40 citations · Cited by this paper
  33. Personalized uncertainty quantification in artificial intelligence · Tapabrata Chakraborti · 2025 · 30 citations · Cited by this paper
  34. Population-based reference values for kidney function and kidney function decline in 25- to 95-year-old Germans without and with diabetes · Janina M. Herold · 2024 · 29 citations · Cited by this paper
  35. Conformal prediction with conditional guarantees · Isaac Gibbs · 2025 · 26 citations · Cited by this paper
  36. Advances in computational nephropathology · David Laurin Hölscher · 2025 · 16 citations · Cited by this paper
  37. Finerenone in type 2 diabetes and renal outcomes: A random-effects model meta-analysis · Samit Ghosal · 2023 · 12 citations · Cited by this paper
  38. Global Glomerulosclerosis in Kidney Biopsies With Differing Amounts of Cortex: A Clinical-Pathologic Correlation Study · Robert S. Niznik · 2019 · 11 citations · Cited by this paper
  39. Clinical relevance of computationally derived tubular features and their spatial relationships with the interstitial microenvironment in minimal change disease/focal segmental glomerulosclerosis · Fan Fan · 2025 · 11 citations · Cited by this paper

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