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Trained Model for Breast Cancer Detection

Vero Rebagliatte
July 18, 2016
Technology
0
56

Trained Model for Breast Cancer Detection

Talk given at the Montreal Hackerfest's closing ceremony. My team got the first place on the BricoBio Hackathon <3

Coverage: https://www.facebook.com/bricobio/posts/1001969206578417

Vero Rebagliatte

July 18, 2016
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Transcript

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

    View Slide

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

    View Slide

  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

    View Slide

  4. DICOM Format
    Standard for medical images

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  5. Image Views

    View Slide

  6. Machine Learning
    To the rescue

    View Slide

  7. View Slide

  8. Neural Networks
    Train a model by providing it with input and its desired output

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  9. View Slide

  10. Tools in Ruby?

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  11. ruby-dicom

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  12. ruby-fann

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  13. Let’s see some code!

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  14. Train

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  15. Test

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  16. Output Sample

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  17. Made friends + Learned a whole bunch of stuff

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  18. Made friends + Learned a whole bunch of stuff

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  19. Made friends + Learned a whole bunch of stuff

    View Slide

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

    View Slide