Compute brain region signal statistics for 3D brain volume
Project description
Welcome!
This is a repository for computing region signal statistics for 3D brain volume.
Instructions
To use the brain-region-signal-statistics-calculalor library, either clone this repository and install the requirements listed in setup.py or install directly with pip.
Install package
pip install brain-region-signal-statistics-calculalor
The script should take four inputs:
- an image volume to summarize (e.g. data/signal.npz)
- an image volume that maps voxels to brain region IDs (e.g. data/annotation.npz)
- a CSV describing brain regions (e.g. data/structures.csv)
- an output CSV file name (e.g. data/statistics.csv)
Testing
To compute the statistics for the given signal image, run:
./run.py --annotation_volume_path data/annotation.npz --signal_volume_path data/signal.npz --structures_df_path data/structures.csv --statistics_df_path data/statistics.csv
Contact
Di Wang (di-wang@uiowa.edu)
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