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The promise and peril of genomic screening in the general population.

Michael C AdamsJames P EvansGail E HendersonJonathan S Berg
Published in: Genetics in medicine : official journal of the American College of Medical Genetics (2015)
For conditions with very low prevalence, small reductions in specificity greatly increase false positives. This inescapable test characteristic governs the predictive value of genomic sequencing in the general population. To address this issue, test performance must be evaluated systematically for each condition so that the false negatives and false positives can be tailored for optimal outcomes, depending on the downstream clinical consequences.Genet Med 18 6, 593-599.
Keyphrases
  • copy number
  • risk factors
  • gene expression
  • machine learning
  • skeletal muscle
  • dna methylation
  • deep learning
  • genome wide
  • artificial intelligence
  • weight loss
  • structural basis
  • glycemic control