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DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical images. Additionally, it contains specialized methods for computational anatomy including diffusion, perfusion and structural imaging.
These scripts are used to generate brain surface and tract files (in .obj format, parcellated and registered) from Freesurfer recon-all and trac-all packages.
TRAMPOLINO (TRActography Meta-Pipeline cOmmand LINe tOol) is a CLI for brain tractography. It leverages Nipype to offer an immediate way to reconstruct an orientation distribution function, use it to track the streamlines and eventually filter them, all using existing software toolboxes.
This repository extracts the tractograpic feature, other first-order features and the state-of-the-art feature from the stroke lesion. A random forest regressor is used with one type of feature to predict the modified Rankin Scale of stroke patients.