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Perform radiomics-oriented learning using PET, CT, or MRI images

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PETCTomics

  • A collection of radiomics-oriented projects using medical images such as PET, MRI, or CT images to build clinical relevant predictive models
  • Explore the power of medical images to solve clinical, research or other problems using machine learning/deep learning

Authors

  • Shih-ying (Clare) Huang, Ph.D.
  • Roy Harnish, MS.

Software Setup:

  • Python 2.7.11 :: Anaconda custom (64-bit)
  • ITK 4.10.1 (ImageIO and 3D texture feature calculation)

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Perform radiomics-oriented learning using PET, CT, or MRI images

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  • Python 97.7%
  • R 2.3%