Databank operations of the Imagen project
Databank operations are mostly documented internally at NeuroSpin.
Basic information is available from the project wiki.
This Python package combines a Python library imagen_databank for basic sanity check and preprocessing of Imagen data and a set of scripts to extract, check, anonymize and transform raw Imagen data.
imagen_databank
- Read and perform sanity checks on raw datasets.
cantab
- Extract age from FU2 Cantab data.
dawba
- Remove identifying data and convert PSC1 to PSC2 in Dawba data, after manual download from the youthinmind server.
onsets
- Extract FU3 onsets from datasets, as onset files now follow a distinct path from DICOM files.
psytools
- Download Psytools data as CSV and JSON files from the Delosis server. Remove identifying data and convert PSC1 to PSC2.
sex
- Derive reference sex of Imagen subjects from multiple sources. There had been errors at baseline.