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Workshop
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Toward a Pre-Cancer Image Atlas through Crowdsourcing and Machine Learning
Event Type
Workshop
Registration Categories
W
Tags
Applications
Deep Learning
Exascale
TimeSunday, November 11th4:45pm - 5pm
LocationD165
DescriptionWe describe how crowdsourcing can be combined with advanced machine learning for early cancer detection. We demonstrate our system for lung cancer (using data from the National Lung cancer Screen Trial), but in such a fashion that it can easily be replicated for other organs. Thus this becomes a step towards the pre-cancer image atlas, a focus area of the National Cancer Institute. Additionally, by keeping explainability and interpretability at the core of our deep learning methods, we make the endeavor reproducible.
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