Research map: Identification of age-specific urinary metabolic biomarkers in Wilson disease using machine learning: a comparative study of ensemble tree models

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  1. Ensemble Learning for Disease Prediction: A Review · Palak Mahajan · 2023 · 399 citations · Cited by this paper
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  19. Role of Copper Efflux in Pneumococcal Pathogenesis and Resistance to Macrophage-Mediated Immune Clearance · Michael D. L. Johnson · 2015 · 88 citations · Cited by this paper
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  24. Wilson’s Disease: Facing the Challenge of Diagnosing a Rare Disease · Ana Sánchez‐Monteagudo · 2021 · 52 citations · Cited by this paper
  25. Challenges and recent advances in quantitative mass spectrometry‐based metabolomics · Nathan Ghafari · 2024 · 46 citations · Cited by this paper
  26. Metabolomics profiles of patients with Wilson disease reveal a distinct metabolic signature · Gaurav V. Sarode · 2019 · 45 citations · Cited by this paper
  27. LC-MS/MS based metabolomics and proteomics reveal candidate biomarkers and molecular mechanism of early IgA nephropathy · Di Zhang · 2022 · 38 citations · Cited by this paper
  28. Predicting Metabolite–Disease Associations Based on LightGBM Model · Cheng Zhang · 2021 · 35 citations · Cited by this paper
  29. Metabolomics and machine learning approaches for diagnostic and prognostic biomarkers screening in sepsis · Han She · 2023 · 31 citations · Cited by this paper
  30. Enhancing type 2 diabetes mellitus prediction by integrating metabolomics and tree-based boosting approaches · Ahmet Kadir Arslan · 2024 · 23 citations · Cited by this paper
  31. Biochemical testing for the diagnosis of Wilson's disease: A systematic review · Hafiz Muhammad Salman · 2021 · 18 citations · Cited by this paper
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  34. UPLC–Q-TOF/MS-Based Plasma and Urine Metabolomics Contribute to the Diagnosis of Sepsis · Su Guan · 2021 · 14 citations · Cited by this paper
  35. Relative Exchangeable Copper, Exchangeable Copper and Total Copper in the Diagnosis of Wilson Disease · Camilla Lorenzen · 2025 · 12 citations · Cited by this paper
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  39. Metabolomic profiling of Wilson disease, an inherited disorder of copper metabolism, and diseases with similar symptoms but normal copper metabolism · Yijie Qiu · 2023 · 8 citations · Cited by this paper

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