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LIFE_rs_ICA_preprocessing

Scripts used to preprocess LIFE resting state data (based on J. Huntenburgs preprocessing scripts available on github (https://github.com/juhuntenburg/pipelines/tree/master/src/lsd_lemon))

Structural preprocessing (run_structural.py using structural.py) performs

  • freesurfer segmentation if not yet done
  • brain extraction based on freesurfer brain segmentation
  • registration of the skull-stripped brain to MNI (2mm isotropic) space

Functional preprocessing (run_lemon_resting.py using lemon_resting.py) performs

  • deletion of first 5 volumes
  • coregistration of mean EPI to fieldmap magnitude scan and calculation of unwarping field
  • motion correction
  • applying unwarping and motion correction to time series
  • slice time correction
  • registration to 3mm isotropic MNI space
  • smoothing
  • visualizing and saving of .png images (functional and anatomical images overlaid)

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