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Paket: python-dipy (0.13.0-2)

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python-dipy

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Quellcode-Paket dipy herunterladen:

Betreuer:

Original Maintainers:

  • NeuroDebian Team
  • Yaroslav Halchenko
  • Michael Hanke

Externe Ressourcen:

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Python library for the analysis of diffusion MRI datasets

DIPY is a software project for computational neuroanatomy. It focuses on diffusion magnetic resonance imaging (dMRI) analysis and tractography but also contains implementations of other computational imaging methods such as denoising and registration that are applicable to the greater medical imaging and image processing communities. Additionally, DIPY is an international project which brings together scientists across labs and countries to share their state-of-the-art code and expertise in the same codebase, accelerating scientific research in medical imaging.

Here are some of the highlights: 

 - Reconstruction algorithms: CSD, DSI, GQI, DTI, DKI, QBI, SHORE
   and MAPMRI
 - Fiber tracking algorithms: deterministic and probabilistic
 - Native linear and nonlinear registration of images
 - Fast operations on streamlines (selection, resampling, registration)
 - Tractography segmentation and clustering
 - Many image operations, e.g., reslicing or denoising with NLMEANS
 - Estimation of distances/correspondences between streamlines and
   connectivity matrices
 - Interactive visualization of streamlines in the space of images

Andere Pakete mit Bezug zu python-dipy

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  • schlägt vor
  • dep: python
    interactive high-level object-oriented language (default version)
    dep: python (<< 2.8)
    dep: python (>= 2.7)
  • dep: python-dipy-lib (>= 0.13.0-2)
    Python library for the analysis of diffusion MRI datasets -- extensions
  • dep: python-h5py
    general-purpose Python interface to hdf5 (Python 2)
  • dep: python-numpy (>= 1:1.7.1~)
    Numerical Python adds a fast array facility to the Python language
  • dep: python-scipy
    scientific tools for Python
  • rec: python-matplotlib
    Python based plotting system in a style similar to Matlab
  • rec: python-nibabel
    Python bindings to various neuroimaging data formats
  • rec: python-nose
    test discovery and running of Python's unittest
  • rec: python-vtk
    Paket nicht verfügbar
  • sug: ipython
    Enhanced interactive Python 2 shell

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