What is DIPY?
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.
DIPY is easy to install:
Available on many operating systems
Reconstruction
Single Shell: DTI, CSA, SFM, SDT, Q-Ball, CSD, ...
Multi-Shell: GQI, DTI, DKI, SHORE, MAPMRI, MSMT-CSD, ...
Registration
Visualization
Announcements
DIPY 1.5.0 released March 11, 2022.
DIPY 1.4.1 released May 6, 2021.
DIPY 1.4.0 released March 13, 2021.
See some of our Past Announcements
Highlights
DIPY 1.5.0 is now available. New features include:
New reconstruction model added: Q-space Trajectory Imaging (QTI).
New reconstruction model added: Robust and Unbiased Model-BAsed Spherical Deconvolution (RUMBA-SD).
New reconstruction model added: Residual block Deep Neural Network (ResDNN).
Masking management in Affine Registration added.
Multiple Workflows updated (DTIFlow, DKIFlow, ImageRegistrationFlow) and added (MotionCorrectionFlow).
Compatibility with Python 3.10 added.
Migrations from Azure Pipeline to Github Actions.
Large codebase cleaning.
New parallelisation module added.
dipy.io.bvectxtmodule deprecated.New DIPY Horizon features (ROI Visualizer, random colors flag).
Large documentation update.
Closed 129 issues and merged 72 pull requests.
See Older Highlights.
Tweets
Tue Nov 08 |
RT @BramshQ: I had the most fun working on the BundleWarp method for direct nonlinear registration of white matter tracts in streamline-spa… |
Tue Nov 08 |
RT @BramshQ: In BUAN 2.0, we subsegment bundles with varying shapes within them, add nonlinear registration, tract specific number of segme… |
Tue Nov 08 |
RT @BramshQ: Excited to share that my PhD thesis, titled "Advancing White Matter Tractometry of the Brain Using Diffusion MRI and Machine L… |
Thu Sep 29 |
Book your spot! https://t.co/mf2qIIkutD |
Thu Sep 29 |
🥳 DIPY Office Hours is restarting next week! 🤗 Do you have an issue with your code or just a simple question for pi… https://t.co/qrnJqsoChr |
Cite Us !
Garyfallidis E, Brett M, Amirbekian B, Rokem A, van der Walt S, Descoteaux M, Nimmo-Smith I and Dipy Contributors (2014). DIPY, a library for the analysis of diffusion MRI data. Frontiers in Neuroinformatics, vol.8, no.8.
Sponsors
