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Performance Characteristics of a Rule-Based Electronic Health Record Algorithm to Identify Patients with Gross and Microscopic Hematuria.

Jasmine I KashkoushMudit GuptaMatthew A MeissnerMatthew E NielsenH Lester KirchnerTullika Garg
Published in: Methods of information in medicine (2023)
We developed an algorithm utilizing diagnosis codes and urine laboratory values to accurately identify hematuria and categorize as gross or microscopic in EHRs. Applying the algorithm will help researchers to understand patterns of care for this common condition.
Keyphrases
  • electronic health record
  • machine learning
  • deep learning
  • healthcare
  • clinical decision support
  • neural network
  • children with cerebral palsy
  • palliative care
  • adverse drug
  • affordable care act
  • health insurance