Trained Model for Breast Cancer Detection - Speaker Deck

Tweet

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

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

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The Dataset image meta data exam meta data DICOM images image ﬁlename, image view results for each view images and embedded patient meta data

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DICOM Format Standard for medical images

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Image Views

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Machine Learning To the rescue

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

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Tools in Ruby?

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ruby-dicom

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ruby-fann

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Let’s see some code!

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Train

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Test

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Output Sample

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Made friends + Learned a whole bunch of stuff

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Made friends + Learned a whole bunch of stuff

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Made friends + Learned a whole bunch of stuff

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Thanks! @kiraemclean @rebagliatte @tahirinadia @alexisblanchetcohen