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Associations of Community Water Lead Concentrations with Hemoglobin Concentrations and Erythropoietin-Stimulating Agent Use among Patients with Advanced CKD.

John DanzigerKenneth J MukamalEric D Weinhandl
Published in: Journal of the American Society of Nephrology : JASN (2021)
This first nationwide analysis linking EPA water supply records to patient data shows that even low levels of lead that are commonly encountered in community water systems throughout the United States are associated with lower hemoglobin levels and higher ESA use among patients with advanced kidney disease.
Keyphrases
  • mental health
  • healthcare
  • chronic kidney disease
  • big data
  • red blood cell
  • cross sectional
  • machine learning
  • artificial intelligence
  • deep learning