Dipy, a library for the analysis of diffusion MRI data
Université de Sherbrooke · University of Cambridge · +6 more institutions
Abstract
Diffusion Imaging in Python (Dipy) is a free and open source software project for the analysis of data from diffusion magnetic resonance imaging (dMRI) experiments. dMRI is an application of MRI that can be used to measure structural features of brain white matter. Many methods have been developed to use dMRI data to model the local configuration of white matter nerve fiber bundles and infer the trajectory of bundles connecting different parts of the brain. Dipy gathers implementations of many different methods in dMRI, including: diffusion signal pre-processing; reconstruction of diffusion distributions in individual voxels; fiber tractography and fiber track post-processing, analysis and visualization. Dipy…
Citation impact
- FWCI
- 44.09
- Percentile
- 100%
- References
- 108
Authors
8Topics & keywords
- Computer science
- Diffusion
- Data science
- Information retrieval
- Physics