Documentation/Nightly/Extensions/ImageFeatureExtraction

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Introduction and Acknowledgements

This work was partially funded by CAPES and CNPq, a Brazillian Agencies. Information on CAPES can be obtained on the CAPES website and CNPq website. Author: Antonio Carlos da S. Senra Filho and Fabrício Henrique Simozo, CSIM Laboratory (University of Sao Paulo, Department of Computing and Mathematics) Contact: Fabrício Henrique Simozo <email>fsimozo@usp.br</email>

CSIM Laboratory   University of Sao Paulo   CNPq Brazil   CAPES Brazil

Extension Description

File:ImageFeatureExtraction-logo.png

Image features are defined as ... This extension is intended to offer several tools to assist ... </ref>.</ref>.

Basically, ...

Modules

• ICBM brain templates statistical deviation comparing: Z Score Mapping

Use Cases

Most frequently used for these scenarios:

• Use Case 1: ...
  • When dealing ...

• 

  Raw T1 weighted MRI Image

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  T1 weighted MRI Image with AAD filter (q=1.2)

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  T1 weighted MRI Image with IAD filter (q=1.2)

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  DTI-FA map without image filtering process

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  DTI-FA map with AAD image filtering (q=0.4)

Similar Extensions

• Gradient Anisotropic Diffusion

References

• da S Senra Filho, A.C., Garrido Salmon, C.E. & Murta Junior, L.O., 2015. Anomalous diffusion process applied to magnetic resonance image enhancement. Physics in Medicine and Biology, 60(6), pp.2355–2373. DOI: 10.1088/0031-9155/60/6/2355

Information for Developers

Repositories:

• Source code: GitHub repository
• Issue tracker: open issues and enhancement requests