Azure/AzureChestXRay

This repository contains the code for the blog post: Using Microsoft AI to Build a Lung-Disease Prediction Model using Chest X-Ray Images, by Xiaoyong Zhu, George Iordanescu, Ilia Karmanov, data scientists from Microsoft, and Mazen Zawaideh, radiologist resident from University of Washington Medical Center. You should be able to run the code from scratch and get the below result using Azure Machine Learning platform or run it using your own GPU machine. If you are using Azure Machine Learning as the training platform, all the dependencies should be installed. However, if you are trying out in your own environment, you should also install keras-contrib repository to run Keras code. If you are trying out the lung detection algorithm, you need to install a few other additional libraries.