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+ | ==== Aperiodic EEG and 7T MRSI evidence for maturation of E/I balance supporting the development of working memory through adolescence ==== | ||
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+ | **Project Lead**: Shane McKeon | ||
+ | \\ | ||
+ | **Project Start Date**: January 2023 | ||
+ | \\ | ||
+ | **Current Project Status**: Completed | ||
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+ | **Datasets**: | ||
+ | \\ | ||
+ | **Github Repository**: | ||
+ | \\ | ||
+ | **Publication DOI**: https:// | ||
+ | \\ | ||
+ | **Conference Presentations** \\ | ||
+ | S. McKeon, M. Perica, A. Parr, F. Calabro, W. Foran, H. Hetherington, | ||
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+ | S. McKeon, M. Perica, A. Parr, F. Calabro, W. Foran, H. Hetherington, | ||
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+ | S. McKeon, M. Perica, A. Parr, F. Calabro, W. Foran, H. Hetherington, | ||
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+ | \\ | ||
+ | **Code Documentation** \\ | ||
+ | * Path to preprocessed resting state data | ||
+ | < | ||
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+ | * Run runfooof.py using the following parameters | ||
+ | * For compute_psd | ||
+ | * < | ||
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+ | * For FOOOF modeling | ||
+ | * < | ||
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+ | * Frequency range to fit: [1,50] | ||
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+ | * The python code will extract the aperiodic measures and save out a csv file for R. These values are then loaded into the merge7t.csv dataframe by Will Foran | ||
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+ | * Begin with CreateFOOOFdataframes.R in the FOOOF R Code github repository | ||
+ | * This will extract the necessary MRSI, FOOOF, and behavioral measures from the large merge7t dataframe | ||
+ | * Run fooofAnalysis.R to analyze the age-related changes in the aperiodic measures | ||
+ | * Run MRSIanalysis.R to analyze the age-related changes in the MRSI measures | ||
+ | * Run behaviorAnalysis.R to assess the age-related changes in the MGS and Spatial Span task | ||
+ | * Run MRSvsFOOOF.R to assess the associations between the MRS mesures and the FOOOF measures | ||
+ | * Run BrainBehav.R to assess the MRSI and FOOOF measures against the behavioral measures | ||
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+ | * The FOOOFMRSPaper.Rmd file will output all the figures seen in the paper | ||
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