Artifact Removal


  • Genomic data are rife with technical artifacts and measurement errors


  • Create statistical models data to detect specific patterns that can be attributed to known technical factors
  • Normalize the data to minimize measurement noise while preserving signals of interest


  • Enable the distinction between artificial and real signals
  • Avoid being misled by the data artifacts
  • Dedicate resources to productive downstream investigations