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Automatic QC processing for fMRI data
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bbfrederick/stabilitycalc
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Stabilitycalc is part of a suite of python tools we use to monitor the stability of our fMRI system. We use a version of the fBIRN procedure to run daily phantom quality assurance tests on our research MR system. These phantom scans are then converted to NIFTI format and analyzed with stabilitycalc to look for system instabilities that could degrade our fMRI data. The stabilitycalc package generates reports for individual scans, and tabulates performance over time, generating summary reports that put current performance into the context of normal operation. We use this to quickly identify scanner problems, and the individual reports give a good indication of what sort of problem we are having, which in turn helps us troubleshoot much more effectively. The current release includes the stabilitycalc program itself, which generates reports for individual scans. The goal for the final release is to include all of the tools that generate summary data. Since this software sort of accreted over time (and started out partially as a way for me to learn python), there is a fair amount of redesign that needs to be done to make the package more reliable and generalizable to other scanner manufacturers and workflows. Another important part of this development effort is to remove some rather ghastly kludges in the code. I released the code in large measure to shame myself into improving it (and, if possible, provide a service for anybody else trying to set up a QA procedure). One of the design goals of the set of tools is to use pure python to minimize machine architecture and compilation headaches, and to avoid costly proprietary environments such as matlab. Inputs: Output: stabilitycalc produces an HTML report: STABILITYDIR/procresults/output.html
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Automatic QC processing for fMRI data
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