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Wei Ouyang oeway

  • Science For Life Laboratory
  • Stockholm
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ajsander / Tutorial.md
Last active Jun 21, 2021
Tutorial for 3rd Annual Data Science Bowl
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U-Net Segmentation Approach to Cancer Diagnosis

written by Jonathan Mulholland and Aaron Sander, Booz Allen Hamilton

In this tutorial, we will show one approach to predicting whether a CT scan is of a patient who either has or will develop cancer within the next 12 months or not.

We will train a network to segment out potentially cancerous nodules and then use the characteristics of that segmentation to make predictions about the diagnosis of the scanned patient within a 12 month time frame.

The code for this tutorial can be found at https://github.com/booz-allen-hamilton/DSB3Tutorial

Dependencies and tools