MIDS Capstone Project Spring 2018

It's Not a Tumor

We have implemented a deep learning approach to detect tumors on breast tissue using convulutional neural networks. We have gathered 150 GB of image date, processed it into a dataset and created an algorithm that has a 0.79 accuracy in predicting data. We created a web front end that allows users to run cancer predictions on an uploaded image and highlights regions that are predicted to contain tumors.

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Last updated: April 26, 2018