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Open araikes opened this issue 3 years ago • 3 comments

Hi @mattcieslak,

I got reviews back on manuscript using QSIPrep v. 0.12.2. In the description is the following line referring to Eddy's outlier replacement:

"Data were grouped by slice, only including values from slices determined to contain at least 250 intracerebral voxels. Groups deviating by more than 4 standard deviations from the prediction had their data replaced with imputed values."

The reviewer wants to know: "In terms of percentage, how much of the data was imputed."

Does Eddy report that anywhere that may be accessible in QSIPrep outputs? I don't recall that being reported anywhere, even from Eddy.

araikes avatar Mar 29 '22 17:03 araikes

For the record this is the default setting for eddy, not something unique to qsiprep. You can find the eddy info in the desc-SliceQC_dwi.json file in the results.

mattcieslak avatar Mar 30 '22 02:03 mattcieslak

Hi @mattcieslak,

I know it's a default for Eddy and I've never had a reviewer ask for reporting about how much data was imputed.

Just want to makes sure I understand the desc-SliceQC_dwi.json file. Is it an accurate interpretation anywhere the value is e.g. > 4, then data from that slice was imputed and so, if calculating the percentage, this is:

(# of values > 4)/(# of slices * # of non-bzero gradients) * 100

araikes avatar Mar 30 '22 17:03 araikes

Hi @mattcieslak,

Just a bump on this to make sure I'm interpreting the data that you're putting in the SliceQC JSON correctly and then I'll close it.

araikes avatar May 24 '22 17:05 araikes

This should be correct. I don't change any of the values before putting them into the json

mattcieslak avatar Jan 12 '24 04:01 mattcieslak