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Trained Model for Breast Cancer Screening

Avatar for Kira McLean Kira McLean
July 16, 2016
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Trained Model for Breast Cancer Screening

Work we did for the dream challenge hackathon in July 2016.

Avatar for Kira McLean

Kira McLean

July 16, 2016
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Transcript

  1. Trained Model for Breast Cancer Screening @kiraemclean @rebagliatte @tahirinadia @alexisblanchetcohen

  2. DREAM Challenge http://bit.ly/290GBre

  3. The Dataset image meta data exam meta data DICOM images

    image filename, image view results for each view images and embedded patient meta data

  4. DICOM Format Standard for medical images

  5. Image Views

  6. Machine Learning To the rescue

  7. None

  8. Neural Networks Train a model by providing it with input

    and its desired output
  9. None

  10. Tools in Ruby?

  11. ruby-dicom

  12. ruby-fann

  13. Let’s see some code!

  14. Train

  15. Test

  16. Output Sample

  17. Made friends + Learned a whole bunch of stuff

  18. Made friends + Learned a whole bunch of stuff

  19. Made friends + Learned a whole bunch of stuff

  20. Thanks! @kiraemclean @rebagliatte @tahirinadia @alexisblanchetcohen