[Community] [Insight-users] ITK, Random Forests, and OpenCV
Becksfort, Jared
Jared.Becksfort at STJUDE.ORG
Thu Oct 17 17:19:52 EDT 2013
Hello,
I am trying to use random forests on medical images. I am converting a Java Weka program I wrote to C++. I want to use ITK for its medical imaging tools and file format support, but it doesn't seem like there is a random forest package in ITK. Am I wrong?
If there is not a random forest package, I had planned to use the machine learning component of OpenCV, but it does not support the file types I have to support, such as nii, dicom, and mhd/mha and isn't really designed for medical imaging. It also seems like I am making it much more difficult than I need to. I have seen papers published that used ITK with random forests, but the code is not available.
Does anyone have any suggestions for using a random forest package with or within ITK? Or using OpenCV for medical images (yes, I know I should ask that on the OpenCV mailing list)?
Thanks,
Jared
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