Giter Site home page Giter Site logo

wiktorowski211 / deeds-registration Goto Github PK

View Code? Open in Web Editor NEW
9.0 9.0 2.0 409 KB

Python wrapper around DEEDS - efficient algorithm for 3D discrete deformable image registration, reaching the highest accuracy in several benchmarks

License: MIT License

Python 4.06% C 64.77% C++ 28.82% Cython 2.36%
deeds deeds-registration deformable-image-registration image-registration medical-image-processing medical-imaging

deeds-registration's People

Contributors

wiktorowski211 avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar

deeds-registration's Issues

Save the parameters of registration operation

Hi, developers

Thanks for your efforts to make it work in python. I have a practical question. If your package allows users to save the parameters used in the previous registration, then use it in the next step. Let me give an instance as follows:

I have three files (fixed image, moving image, and a region mask in moving image). I want to firstly register moving image to fixed image, then the mask to fixed image using the same parameters. Then I will have a pair of registered images, and also a correct mask. Is it possible in your package? it is the same as described in DeedsBCV:

  1. Run deformable deeds
    We will use the affine matrix "affine_2_4_matrix.txt" to initialise the deformable registration. The output filenames are generated using the base "nonlinear_2_4".

Note that the input images are the same as before, but we can optionally pass the segmentation of the moving image with -S. We will therefore obtain two transformed scans nonlinear_2_4_deformed.nii.gz (the CT scan) and nonlinear_2_4_deformed_seg.nii.gz (the warped segmentation). The displacements are stored (for all control points) in _displacements.dat:
./deedsBCV -F img2_res.nii.gz -M img4_res.nii.gz -O nonlinear_2_4 -A affine_2_4_matrix.txt -S seg4_res.nii.gz

Looking forward to your reply.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.