netneurotools.datasets.fetch_mirchi2018

netneurotools.datasets.fetch_mirchi2018(force=False, data_dir=None, verbose=1)[source]

Download (and creates) dataset for replicating Mirchi et al., 2018, SCAN.

Parameters:

data_dir (str, optional) – Directory to check for existing data files (if they exist) or to save generated data files. Files should be named mirchi2018_fc.npy and mirchi2018_panas.csv for the functional connectivity and behavioral data, respectively.

Returns:

  • X ((73, 198135) numpy.ndarray) – Functional connections from MyConnectome rsfMRI time series data

  • Y ((73, 13) numpy.ndarray) – PANAS subscales from MyConnectome behavioral data

Examples using netneurotools.datasets.fetch_mirchi2018

Replicate Mirchi et al., 2018, SCAN

Replicate Mirchi et al., 2018, SCAN