Image registration with variable transformations (elastic, diffeomorphic, diffeomorphisms, unbiased) and similarity metrics (landmarks, cross-correlation, mutual information, etc). Image segmentation with priors & nonparametric, multivariate models.

*** Current ANTs code and support is hosted at Github ***

The best way to get ANTs is to compile from source. Build instructions are here

https://github.com/ANTsX/ANTs/wiki/Compiling-ANTs-on-Linux-and-Mac-OS

Binaries (updated infrequently) available here:

https://github.com/stnava/ANTs/releases

Older code and binaries remain available here on SourceForge (1.9x). If you are new to ANTs you should probably go to Github and get the latest code.

Features

  • Image Registration
  • EM Segmentation
  • N4 Bias correction
  • Cortical thickness
  • 4D transforms

Project Samples

Basic anatomy of an ANTS based mapping. Lesion estimation in template space. A successful large deformation brain normalization with ANTS Template estimation from face dataset. Semi-automated template based hippocampus labeling.

Project Activity

See All Activity >

Categories

Medical, Information Analysis

License

BSD License

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Advanced Normalization Tools ( ANTs ) Web Site

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User Reviews

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  • aethersis Posted 2017-11-14
    I think the only reason those tools are so popular is because there is no other alternative. The documentation is fragmentary and very incomplete, the source code is a complete disaster - functions with over 1000 lines of code each are not a rarity. The only way you can use it is through console tools. Forget about API (even though it's written in C++) because they would have to rewrite the whole thing. The console tools are slow and very bugged. This is not something you could use in a professional environment - at best it's something you could use for some experiments to write a paper, but even then it's a shame there are no better alternatives.
    2 users found this review helpful.
    Reply from Advanced Normalization Tools ( ANTs )
    Posted 2019-03-18
    Hello, I'm sorry I didn't see this until now but, regardless of the delay, it deserves a response. In order to be more helpful to our user base, can you provide some more details with respect to "the console tools being slow and very bugged"? ---perhaps pointing to some specific examples. Thanks, Nick
  • nichmu Posted 2015-05-01
    Great tool!
  • jlhanson5 Posted 2014-06-09
    Amazing advancement for neuroimaging processing!
  • solleo Posted 2014-02-08
    deformation fields at a sub-voxel resolution...
  • tfileme Posted 2013-05-16
    Advants is great! Thanks.
    1 user found this review helpful.
Read more reviews >

Additional Project Details

Intended Audience

Science/Research, Advanced End Users

Programming Language

C++

Related Categories

C++ Medical Software, C++ Information Analysis Software

Registered

2008-06-26
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