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Quality Control

Jeff Winchell edited this page Aug 15, 2024 · 2 revisions

Recorded Statistics

  • tot_cell_num: total number of cells in image
  • Max_Intensity: max pixel intensity across the entire image
  • Min_Intensity: min pixel intensity across the entire image
  • Mean_Intensity: mean pixel intensity across the entire image
  • Blur: variance of inverse of laplacian scaled by cell count (see this link)
  • InFocus: boolean based on preset Blur threshold (2700). this is very dataset dependent, so your mileage may vary when using our threshold for a different dataset
  • Usable: False if InFocus is False, and vice versa
  • Mean_Foreground_Intensity: mean pixel intensity of foreground identified using Otsu's method
  • Mean_Background_Intensity: mean pixel intensity of background identified using Otsu's method
  • SNR: signal-to-noise ratio

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