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Trained Model for Breast Cancer Screening
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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.
Kira McLean
July 16, 2016
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Transcript
Trained Model for Breast Cancer Screening @kiraemclean @rebagliatte @tahirinadia @alexisblanchetcohen
DREAM Challenge http://bit.ly/290GBre
The Dataset image meta data exam meta data DICOM images
image filename, image view results for each view images and embedded patient meta data
DICOM Format Standard for medical images
Image Views
Machine Learning To the rescue
None
Neural Networks Train a model by providing it with input
and its desired output
None
Tools in Ruby?
ruby-dicom
ruby-fann
Let’s see some code!
Train
Test
Output Sample
Made friends + Learned a whole bunch of stuff
Made friends + Learned a whole bunch of stuff
Made friends + Learned a whole bunch of stuff
Thanks! @kiraemclean @rebagliatte @tahirinadia @alexisblanchetcohen